mcloh/decision-models-benchmark
1
0
Fork 0
mirror of https://github.com/mcloh/decision-models-benchmark.git synced 2026-11-05 22:04:12 +00:00
Code Issues Packages Projects Releases Wiki Activity

Calibração: README com sumário executivo, gráficos, metodologia e conclusão

Browse Source 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
This commit is contained in:
Marcos Lohmann
2026-10-07 19:04:22 -03:00
parent 61ea506e9a
commit 7861dcad53
5 changed files with 1604 additions and 7 deletions
Download Patch File Download Diff File Expand all files Collapse all files

102
analysis/charts.py
View File

@@ -4,7 +4,11 @@ Paleta: slots 1 (azul, GPU) e 2 (laranja, CPU) da paleta categórica de referên
(CVD ΔE 24,7; visão normal 33,6; contraste ≥ 3:1 sobre #fcfcfb). Uma série → sem legenda;
duas séries → legenda + rótulos diretos. Um único eixo y por gráfico.
Uso: python -m analysis.charts reports/pilot
Uso: python -m analysis.charts reports/pilot [--kind pilot|calibration]
Calibração: uma cor fixa por candidato (slots 1–4: SemIf, Rizzo Flow, Laya, GLiNER), validada
(CVD ΔE ≥ 9,1; visão normal ≥ 22,9). Aqua e amarelo ficam abaixo de 3:1 de contraste: as curvas
levam rótulo direto e o README traz a tabela.
"""
import json
import os
@@ -18,6 +22,7 @@ import matplotlib.pyplot as plt # noqa: E402
SURFACE, INK, INK_2, GRID = "#fcfcfb", "#0b0b0b", "#52514e", "#e6e5e1"
GPU, CPU = "#2a78d6", "#eb6834"
ENTITY = {"semif": "#2a78d6", "rizzo_flow": "#eb6834", "laya": "#1baf7a", "gliner": "#eda100"}
NAMES = {"semif": "SemIf", "rizzo_flow": "Rizzo Flow", "laya": "Laya", "gliner": "GLiNER"}
P95_LIMIT_MS = 150
@@ -115,12 +120,99 @@ def tradeoff_chart(data, dest):
plt.close(fig)
def calibration_charts(dest):
from analysis.calibrate import apply_temperature
from analysis.metrics import selective
cal = json.loads((Path(__file__).resolve().parents[1] / "config" / "calibration.json").read_text())["candidates"]
data = load(dest)
order = [c for c in ("semif", "rizzo_flow", "laya", "gliner") if (c, "cuda") in data]
# 1. Acurácia (GPU, partição de calibração)
rows = sorted(((c, data[(c, "cuda")]["quality"]["accuracy"] * 100) for c in order), key=lambda r: r[1])
fig, ax = plt.subplots(figsize=(7, 2.8))
bars = ax.barh([NAMES[c] for c, _ in rows], [v for _, v in rows], height=0.55, color=GPU)
for bar, (_, v) in zip(bars, rows):
ax.text(v + 1, bar.get_y() + bar.get_height() / 2, f"{v:.1f}%", va="center", color=INK)
ax.set_xlim(0, 105)
ax.set_xlabel("Acurácia (%)")
ax.set_title("Acurácia na partição de calibração (1.127 exemplos, GPU)", loc="left", fontsize=12, color=INK)
style(ax)
fig.tight_layout()
save(fig, dest / "chart-acuracia.svg")
plt.close(fig)
# 2. ECE antes × depois da calibração
fig, ax = plt.subplots(figsize=(7, 2.9))
for i, c in enumerate(sorted(order, key=lambda c: cal[c]["cuda"]["ece_raw"])):
raw, after = cal[c]["cuda"]["ece_raw"], cal[c]["cuda"]["ece_calibrated"]
ax.plot([after, raw], [i, i], color=GRID, linewidth=2, zorder=1)
ax.scatter(raw, i, s=70, facecolor=SURFACE, edgecolor=INK_2, linewidth=1.6, zorder=3,
label="Bruto" if i == 0 else None)
ax.scatter(after, i, s=70, color=GPU, edgecolor=SURFACE, linewidth=2, zorder=3,
label="Calibrado (temperatura)" if i == 0 else None)
ax.text(raw + 0.008, i, f"{raw:.3f}", va="center", color=INK, fontsize=10)
ax.text(after - 0.008, i, f"{after:.3f}", va="center", ha="right", color=INK, fontsize=10)
ax.set_yticks(list(range(i + 1)))
ax.set_yticklabels([NAMES[c] for c in sorted(order, key=lambda c: cal[c]["cuda"]["ece_raw"])])
ax.set_xlim(-0.03, 0.4)
ax.set_xlabel("ECE — erro de calibração esperado (menor é melhor)")
ax.set_title("Calibração das probabilidades: antes × depois", loc="left", fontsize=12, color=INK)
ax.legend(loc="lower right", frameon=False, fontsize=10)
style(ax)
fig.tight_layout()
save(fig, dest / "chart-ece.svg")
plt.close(fig)
# 3. Cobertura × risco (rota errada com confiança alta), probabilidades calibradas
fig, ax = plt.subplots(figsize=(7, 4.2))
ax.axvline(2, color=INK_2, linewidth=1, linestyle=(0, (4, 3)))
ax.axhline(80, color=INK_2, linewidth=1, linestyle=(0, (1, 3)))
ax.text(2.15, 33, "risco máx. 2%", color=INK_2, fontsize=9)
label_at = {"semif": (0.25, 90), "rizzo_flow": (4.2, 47), "gliner": (4.6, 12), "laya": (4.6, 4)}
ax.text(15.8, 81.5, "meta de cobertura 80%", color=INK_2, fontsize=9, ha="right")
for c in order:
preds = [json.loads(l) for l in (dest / f"predictions-{c}-cuda.jsonl").open()]
t = cal[c]["cuda"]["temperature"]
rows_c = []
for r in preds:
if r.get("probabilities"):
p = apply_temperature(r["probabilities"], t)
rows_c.append({**r, "probabilities": p, "pred": max(p, key=p.get)})
xs, ys = [], []
for thr in [i / 200 for i in range(0, 201)]:
sres = selective(rows_c, thr)
xs.append(sres["confident_wrong_rate"] * 100)
ys.append(sres["coverage"] * 100)
ax.plot(xs, ys, color=ENTITY[c], linewidth=2)
chosen = cal[c]["cuda"]
ax.scatter(chosen["confident_wrong_rate"] * 100, chosen["coverage"] * 100, s=60, color=ENTITY[c],
edgecolor=SURFACE, linewidth=2, zorder=3)
ax.annotate(f"{NAMES[c]}: {chosen['coverage'] * 100:.0f}% de cobertura",
(chosen["confident_wrong_rate"] * 100, chosen["coverage"] * 100),
xytext=label_at[c], textcoords="data", color=INK, fontsize=10,
arrowprops={"arrowstyle": "-", "color": INK_2, "linewidth": 0.8})
ax.set_xlim(0, 16)
ax.set_ylim(0, 102)
ax.set_xlabel("Rota errada com confiança alta (% do total)")
ax.set_ylabel("Cobertura (% decidido sem desambiguar)")
ax.set_title("Cobertura × risco ao variar o limiar de confiança (GPU)", loc="left", fontsize=12, color=INK)
style(ax, grid_axis="both")
fig.tight_layout()
save(fig, dest / "chart-cobertura-risco.svg")
plt.close(fig)
def main():
dest = Path(sys.argv[1])
data = load(dest)
accuracy_chart(data, dest)
latency_chart(data, dest)
tradeoff_chart(data, dest)
kind = sys.argv[sys.argv.index("--kind") + 1] if "--kind" in sys.argv else "pilot"
if kind == "calibration":
calibration_charts(dest)
else:
data = load(dest)
accuracy_chart(data, dest)
latency_chart(data, dest)
tradeoff_chart(data, dest)
print(sorted(p.name for p in dest.glob("chart-*.svg")))

64
reports/calibration/README.md
View File

@@ -1,6 +1,44 @@
# Resultados — partição `calibration`
# Calibração — partição de calibração (1.127 exemplos)
Gerado por `infra/ds/collect.py`. Lote 1; latências sem os exemplos de aquecimento; probabilidades sem calibração.
## Sumário executivo
Nesta etapa, os quatro candidatos rodaram sobre a partição de calibração, e dela saíram os dois parâmetros que cada um leva para o teste final: uma **temperatura** que torna as probabilidades confiáveis e um **limiar de confiança** abaixo do qual o orquestrador pede esclarecimento ao usuário, em vez de rotear.
- **Qualidade:** SemIf (**85,8%**) e Rizzo Flow (**83,3%**) mantêm a liderança do piloto. GLiNER (54,5%) e Laya (50,8%) ficam bem atrás; no conjunto maior, o Laya fica abaixo do que o piloto sugeria.
- **Calibração:** a temperatura melhorou a calibração dos quatro. O ganho maior foi no Laya, cujo erro de calibração (ECE) caiu de 0,33 para 0,08. SemIf e Rizzo terminam muito bem calibrados (ECE 0,02).
- **Abstenção com risco controlado:** limitando a 2% as rotas erradas com confiança alta, o SemIf decide sozinho **60%** dos casos (com 96,7% de acerto nesses casos) e o Rizzo Flow **48%** (95,9%). GLiNER (12%) e Laya (5%) quase sempre precisariam pedir esclarecimento.
- **Critério pré-registrado de risco (H2):** exige cobertura ≥ 80% com risco ≤ 2%, e **nenhum candidato atinge**. Para chegar a 80% de cobertura, SemIf e Rizzo aceitariam de 6% a 7% de rotas erradas com confiança alta.
- **Consequência:** a temperatura e o limiar ficam congelados por candidato (`config/calibration.json`, tag `congelamento-d1-v1`) e são aplicados sem alteração ao teste final.
## Resultados gerais
| Candidato | Acurácia | ECE bruto → calibrado | Temperatura | Limiar | Cobertura com risco ≤ 2% | Acurácia nos casos decididos | Risco para cobertura de 80% |
|---|---|---|---|---|---|---|---|
| SemIf | 85,8% | 0,055 → 0,022 | 1,28 | 0,915 | 59,5% | 96,7% | 6,1% |
| Rizzo Flow | 83,3% | 0,058 → 0,021 | 1,25 | 0,924 | 47,6% | 95,9% | 7,1% |
| GLiNER | 54,5% | 0,077 → 0,063 | 0,82 | 0,857 | 11,8% | 83,5% | 32,1% |
| Laya | 50,8% | 0,326 → 0,075 | 3,58 | 0,872 | 5,1% | 84,5% | 34,5% |
*(GPU A10. Em CPU, Laya e GLiNER chegam às mesmas temperaturas e limiares.)*
![Acurácia na partição de calibração](chart-acuracia.svg)
![Calibração das probabilidades: antes × depois](chart-ece.svg)
![Cobertura × risco ao variar o limiar de confiança](chart-cobertura-risco.svg)
Cada curva mostra, para um candidato, quanto ele decide sozinho (cobertura) em troca de quantas rotas erradas com confiança alta, à medida que o limiar baixa. O ponto marcado é o limiar escolhido: a maior cobertura com no máximo 2% de risco. Quanto mais a curva sobe à esquerda, melhor.
| Candidato | `sem_correspondencia` reconhecido | Acerto dentro do escopo | Pedidos válidos marcados como `sem_correspondencia` |
|---|---|---|---|
| SemIf | 68,8% | 90,3% | 32 |
| Rizzo Flow | 48,7% | 92,4% | 8 |
| GLiNER | 59,0% | 53,3% | 226 |
| Laya | 22,2% | 58,2% | 29 |
## Resultados detalhados
Probabilidades brutas (antes da calibração). Lote 1. As latências excluem os 5 primeiros exemplos (aquecimento). SemIf e Rizzo Flow rodam só em GPU, porque são inviáveis em CPU pela regra do piloto.
<!-- TABELA:INICIO -->
| Candidato | Disp. | Precisão | n | Acurácia | Macro F1 | ECE (bruto) | p50 ms | p95 ms | p99 ms | Carga s | RAM pico MiB | GPU pico MiB | Erros | Truncados |
@@ -12,3 +50,25 @@ Gerado por `infra/ds/collect.py`. Lote 1; latências sem os exemplos de aquecime
| rizzo_flow | cuda | gguf-q8_0 | 1127 | 83.3% | 86.5% | 0.058 | 112.3 | 179.3 | 183.5 | 5.3 | 4528 | 5115 | 0 | 0 |
| semif | cuda | bfloat16 | 1127 | 85.8% | 88.1% | 0.055 | 117.2 | 184.2 | 186.8 | 7.9 | 9030 | 8513 | 0 | 0 |
<!-- TABELA:FIM -->
Parâmetros completos por candidato e dispositivo, incluindo ECE e NLL em validação cruzada, estão em [`config/calibration.json`](../../config/calibration.json). As predições, com a distribuição completa, estão em `predictions-<candidato>-<dispositivo>.jsonl`.
## Metodologia
**Dados.** A partição de calibração do conjunto congelado `d1-v1` inteira, sem amostragem: 1.127 exemplos de 94 lotes de geração, com os 43 rótulos. São 120 pedidos fora de escopo, 114 exemplos em que a intenção correta não está entre as opções (rótulo `sem_correspondencia`) e opções por pergunta distribuídas entre 4, 8, 12 e 16. A partição é disjunta da de desenvolvimento e da de teste por lote de geração.
**Execução.** A mesma da avaliação: contrato `jev-compat-v1`, lote 1, precisão nativa de cada candidato e inferência isolada de fontes externas. GPU A10 em sa-saopaulo-1 para os quatro; CPU em us-chicago-1 para Laya e GLiNER.
**Calibração (temperature scaling).** As probabilidades de cada candidato são reescaladas por uma temperatura T (p ∝ p^(1/T)), escolhida para minimizar a log-verossimilhança negativa na partição. A temperatura só é aceita se reduzir o ECE em validação cruzada de 5 dobras separadas por lote; as quatro foram aceitas. T > 1 suaviza modelos confiantes demais (Laya, SemIf, Rizzo); T < 1 acentua os pouco confiantes (GLiNER).
**Limiar de abstenção.** Sobre as probabilidades calibradas, o candidato decide quando a maior probabilidade passa do limiar e, abaixo dele, o orquestrador pede esclarecimento. O limiar escolhido é o menor que mantém em até 2% do total as rotas erradas com confiança alta, o que maximiza a cobertura sob esse risco (critério pré-registrado, [Q5](../../docs/04-decisoes-de-projeto.md#q5--critérios-de-sucesso-pré-registrados)).
**Uso no teste final.** Temperatura e limiar ficam congelados em `config/frozen.json`. O teste final aplica exatamente esses valores, e nenhum parâmetro é ajustado olhando o teste.
## Conclusão
1. **Calibrar vale a pena.** A temperatura corrige o excesso de confiança e deixa as probabilidades utilizáveis como sinal de decisão, principalmente no Laya (ECE de 0,33 para 0,08).
2. **Os modelos de 4B são os únicos com abstenção útil.** Com risco ≤ 2%, SemIf e Rizzo Flow resolvem metade ou mais dos casos com cerca de 96% de acerto; o resto vai para desambiguação. Laya e GLiNER teriam de desambiguar quase tudo.
3. **O critério de risco H2 não é atingido por nenhum candidato.** A meta de 80% de cobertura com 2% de risco ficou acima do que os modelos entregam neste domínio sintético. O mais próximo, o SemIf, precisa de cerca de 6% de risco para chegar lá.
4. **Perfis diferentes de erro.** O SemIf reconhece melhor os pedidos sem correspondência; o Rizzo Flow erra menos marcando pedidos válidos como `sem_correspondencia`; o GLiNER abstém demais (226 pedidos válidos) e o Laya de menos.
5. **Próximo passo.** O teste final (1.744 exemplos, três repetições) confirma esses números com intervalos de confiança e cortes por perfil e por número de opções.

251
reports/calibration/chart-acuracia.svg Normal file
View File

@@ -0,0 +1,251 @@
<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="504pt" height="201.6pt" viewBox="0 0 504 201.6" xmlns="http://www.w3.org/2000/svg" version="1.1">
<metadata>
<rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
<cc:Work>
<dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
<dc:date>2026-10-07T22:03:02.533983</dc:date>
<dc:format>image/svg+xml</dc:format>
<dc:creator>
<cc:Agent>
<dc:title>Matplotlib v3.10.7, https://matplotlib.org/</dc:title>
</cc:Agent>
</dc:creator>
</cc:Work>
</rdf:RDF>
</metadata>
<defs>
<style type="text/css">*{stroke-linejoin: round; stroke-linecap: butt}</style>
</defs>
<g id="figure_1">
<g id="patch_1">
<path d="M 0 201.6
L 504 201.6
L 504 0
L 0 0
z
" style="fill: #fcfcfb"/>
</g>
<g id="axes_1">
<g id="patch_2">
<path d="M 76.48 156.76
L 492.12 156.76
L 492.12 28.32
L 76.48 28.32
z
" style="fill: #fcfcfb"/>
</g>
<g id="matplotlib.axis_1">
<g id="xtick_1">
<g id="line2d_1">
<path d="M 76.48 156.76
L 76.48 28.32
" clip-path="url(#p37b456cabc)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_2">
<defs>
<path id="mea58be30b0" d="M 0 0
L 0 3.5
" style="stroke: #52514e; stroke-width: 0.8"/>
</defs>
<g>
<use xlink:href="#mea58be30b0" x="76.48" y="156.76" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_1">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="76.48" y="172.118281" transform="rotate(-0 76.48 172.118281)">0</text>
</g>
</g>
<g id="xtick_2">
<g id="line2d_3">
<path d="M 155.649524 156.76
L 155.649524 28.32
" clip-path="url(#p37b456cabc)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_4">
<g>
<use xlink:href="#mea58be30b0" x="155.649524" y="156.76" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_2">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="155.649524" y="172.118281" transform="rotate(-0 155.649524 172.118281)">20</text>
</g>
</g>
<g id="xtick_3">
<g id="line2d_5">
<path d="M 234.819048 156.76
L 234.819048 28.32
" clip-path="url(#p37b456cabc)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_6">
<g>
<use xlink:href="#mea58be30b0" x="234.819048" y="156.76" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_3">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="234.819048" y="172.118281" transform="rotate(-0 234.819048 172.118281)">40</text>
</g>
</g>
<g id="xtick_4">
<g id="line2d_7">
<path d="M 313.988571 156.76
L 313.988571 28.32
" clip-path="url(#p37b456cabc)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_8">
<g>
<use xlink:href="#mea58be30b0" x="313.988571" y="156.76" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_4">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="313.988571" y="172.118281" transform="rotate(-0 313.988571 172.118281)">60</text>
</g>
</g>
<g id="xtick_5">
<g id="line2d_9">
<path d="M 393.158095 156.76
L 393.158095 28.32
" clip-path="url(#p37b456cabc)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_10">
<g>
<use xlink:href="#mea58be30b0" x="393.158095" y="156.76" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_5">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="393.158095" y="172.118281" transform="rotate(-0 393.158095 172.118281)">80</text>
</g>
</g>
<g id="xtick_6">
<g id="line2d_11">
<path d="M 472.327619 156.76
L 472.327619 28.32
" clip-path="url(#p37b456cabc)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_12">
<g>
<use xlink:href="#mea58be30b0" x="472.327619" y="156.76" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_6">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="472.327619" y="172.118281" transform="rotate(-0 472.327619 172.118281)">100</text>
</g>
</g>
<g id="text_7">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="284.3" y="186.764219" transform="rotate(-0 284.3 186.764219)">Acurácia (%)</text>
</g>
</g>
<g id="matplotlib.axis_2">
<g id="ytick_1">
<g id="line2d_13">
<defs>
<path id="me5ec34dac9" d="M 0 0
L -3.5 0
" style="stroke: #52514e; stroke-width: 0.8"/>
</defs>
<g>
<use xlink:href="#me5ec34dac9" x="76.48" y="141.876748" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_8">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="69.48" y="146.055888" transform="rotate(-0 69.48 146.055888)">Laya</text>
</g>
</g>
<g id="ytick_2">
<g id="line2d_14">
<g>
<use xlink:href="#me5ec34dac9" x="76.48" y="108.985583" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_9">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="69.48" y="113.164723" transform="rotate(-0 69.48 113.164723)">GLiNER</text>
</g>
</g>
<g id="ytick_3">
<g id="line2d_15">
<g>
<use xlink:href="#me5ec34dac9" x="76.48" y="76.094417" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_10">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="69.48" y="80.273558" transform="rotate(-0 69.48 80.273558)">Rizzo Flow</text>
</g>
</g>
<g id="ytick_4">
<g id="line2d_16">
<g>
<use xlink:href="#me5ec34dac9" x="76.48" y="43.203252" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_11">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="69.48" y="47.382393" transform="rotate(-0 69.48 47.382393)">SemIf</text>
</g>
</g>
</g>
<g id="patch_3">
<path d="M 76.48 150.921818
L 277.389351 150.921818
L 277.389351 132.831677
L 76.48 132.831677
z
" clip-path="url(#p37b456cabc)" style="fill: #2a78d6"/>
</g>
<g id="patch_4">
<path d="M 76.48 118.030653
L 292.141436 118.030653
L 292.141436 99.940512
L 76.48 99.940512
z
" clip-path="url(#p37b456cabc)" style="fill: #2a78d6"/>
</g>
<g id="patch_5">
<path d="M 76.48 85.139488
L 406.294476 85.139488
L 406.294476 67.049347
L 76.48 67.049347
z
" clip-path="url(#p37b456cabc)" style="fill: #2a78d6"/>
</g>
<g id="patch_6">
<path d="M 76.48 52.248323
L 416.129199 52.248323
L 416.129199 34.158182
L 76.48 34.158182
z
" clip-path="url(#p37b456cabc)" style="fill: #2a78d6"/>
</g>
<g id="patch_7">
<path d="M 76.48 156.76
L 76.48 28.32
" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
</g>
<g id="patch_8">
<path d="M 76.48 156.76
L 492.12 156.76
" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
</g>
<g id="text_12">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="281.347827" y="144.91206" transform="rotate(-0 281.347827 144.91206)">50.8%</text>
</g>
<g id="text_13">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="296.099912" y="112.020895" transform="rotate(-0 296.099912 112.020895)">54.5%</text>
</g>
<g id="text_14">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="410.252952" y="79.12973" transform="rotate(-0 410.252952 79.12973)">83.3%</text>
</g>
<g id="text_15">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="420.087675" y="46.238565" transform="rotate(-0 420.087675 46.238565)">85.8%</text>
</g>
<g id="text_16">
<text style="font-size: 12px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="76.48" y="22.32" transform="rotate(-0 76.48 22.32)">Acurácia na partição de calibração (1.127 exemplos, GPU)</text>
</g>
</g>
</g>
<defs>
<clipPath id="p37b456cabc">
<rect x="76.48" y="28.32" width="415.64" height="128.44"/>
</clipPath>
</defs>
</svg>
Side by Side

After

Width:  |  Height:  |  Size: 12 KiB

814
reports/calibration/chart-cobertura-risco.svg Normal file
View File

@@ -0,0 +1,814 @@
<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="504pt" height="302.4pt" viewBox="0 0 504 302.4" xmlns="http://www.w3.org/2000/svg" version="1.1">
<metadata>
<rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
<cc:Work>
<dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
<dc:date>2026-10-07T22:03:03.016715</dc:date>
<dc:format>image/svg+xml</dc:format>
<dc:creator>
<cc:Agent>
<dc:title>Matplotlib v3.10.7, https://matplotlib.org/</dc:title>
</cc:Agent>
</dc:creator>
</cc:Work>
</rdf:RDF>
</metadata>
<defs>
<style type="text/css">*{stroke-linejoin: round; stroke-linecap: butt}</style>
</defs>
<g id="figure_1">
<g id="patch_1">
<path d="M 0 302.4
L 504 302.4
L 504 0
L 0 0
z
" style="fill: #fcfcfb"/>
</g>
<g id="axes_1">
<g id="patch_2">
<path d="M 54.47 257.92
L 485.145 257.92
L 485.145 27.96
L 54.47 27.96
z
" style="fill: #fcfcfb"/>
</g>
<g id="matplotlib.axis_1">
<g id="xtick_1">
<g id="line2d_1">
<path d="M 54.47 257.92
L 54.47 27.96
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_2">
<defs>
<path id="m52c3ef32f0" d="M 0 0
L 0 3.5
" style="stroke: #52514e; stroke-width: 0.8"/>
</defs>
<g>
<use xlink:href="#m52c3ef32f0" x="54.47" y="257.92" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_1">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="54.47" y="273.278281" transform="rotate(-0 54.47 273.278281)">0</text>
</g>
</g>
<g id="xtick_2">
<g id="line2d_3">
<path d="M 108.304375 257.92
L 108.304375 27.96
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_4">
<g>
<use xlink:href="#m52c3ef32f0" x="108.304375" y="257.92" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_2">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="108.304375" y="273.278281" transform="rotate(-0 108.304375 273.278281)">2</text>
</g>
</g>
<g id="xtick_3">
<g id="line2d_5">
<path d="M 162.13875 257.92
L 162.13875 27.96
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_6">
<g>
<use xlink:href="#m52c3ef32f0" x="162.13875" y="257.92" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_3">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="162.13875" y="273.278281" transform="rotate(-0 162.13875 273.278281)">4</text>
</g>
</g>
<g id="xtick_4">
<g id="line2d_7">
<path d="M 215.973125 257.92
L 215.973125 27.96
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_8">
<g>
<use xlink:href="#m52c3ef32f0" x="215.973125" y="257.92" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_4">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="215.973125" y="273.278281" transform="rotate(-0 215.973125 273.278281)">6</text>
</g>
</g>
<g id="xtick_5">
<g id="line2d_9">
<path d="M 269.8075 257.92
L 269.8075 27.96
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_10">
<g>
<use xlink:href="#m52c3ef32f0" x="269.8075" y="257.92" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_5">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="269.8075" y="273.278281" transform="rotate(-0 269.8075 273.278281)">8</text>
</g>
</g>
<g id="xtick_6">
<g id="line2d_11">
<path d="M 323.641875 257.92
L 323.641875 27.96
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_12">
<g>
<use xlink:href="#m52c3ef32f0" x="323.641875" y="257.92" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_6">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="323.641875" y="273.278281" transform="rotate(-0 323.641875 273.278281)">10</text>
</g>
</g>
<g id="xtick_7">
<g id="line2d_13">
<path d="M 377.47625 257.92
L 377.47625 27.96
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_14">
<g>
<use xlink:href="#m52c3ef32f0" x="377.47625" y="257.92" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_7">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="377.47625" y="273.278281" transform="rotate(-0 377.47625 273.278281)">12</text>
</g>
</g>
<g id="xtick_8">
<g id="line2d_15">
<path d="M 431.310625 257.92
L 431.310625 27.96
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_16">
<g>
<use xlink:href="#m52c3ef32f0" x="431.310625" y="257.92" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_8">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="431.310625" y="273.278281" transform="rotate(-0 431.310625 273.278281)">14</text>
</g>
</g>
<g id="xtick_9">
<g id="line2d_17">
<path d="M 485.145 257.92
L 485.145 27.96
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_18">
<g>
<use xlink:href="#m52c3ef32f0" x="485.145" y="257.92" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_9">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="485.145" y="273.278281" transform="rotate(-0 485.145 273.278281)">16</text>
</g>
</g>
<g id="text_10">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="269.8075" y="287.924219" transform="rotate(-0 269.8075 287.924219)">Rota errada com confiança alta (% do total)</text>
</g>
</g>
<g id="matplotlib.axis_2">
<g id="ytick_1">
<g id="line2d_19">
<path d="M 54.47 257.92
L 485.145 257.92
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_20">
<defs>
<path id="mf126f6f34e" d="M 0 0
L -3.5 0
" style="stroke: #52514e; stroke-width: 0.8"/>
</defs>
<g>
<use xlink:href="#mf126f6f34e" x="54.47" y="257.92" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_11">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="47.47" y="262.099141" transform="rotate(-0 47.47 262.099141)">0</text>
</g>
</g>
<g id="ytick_2">
<g id="line2d_21">
<path d="M 54.47 212.829804
L 485.145 212.829804
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_22">
<g>
<use xlink:href="#mf126f6f34e" x="54.47" y="212.829804" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_12">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="47.47" y="217.008945" transform="rotate(-0 47.47 217.008945)">20</text>
</g>
</g>
<g id="ytick_3">
<g id="line2d_23">
<path d="M 54.47 167.739608
L 485.145 167.739608
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_24">
<g>
<use xlink:href="#mf126f6f34e" x="54.47" y="167.739608" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_13">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="47.47" y="171.918748" transform="rotate(-0 47.47 171.918748)">40</text>
</g>
</g>
<g id="ytick_4">
<g id="line2d_25">
<path d="M 54.47 122.649412
L 485.145 122.649412
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_26">
<g>
<use xlink:href="#mf126f6f34e" x="54.47" y="122.649412" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_14">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="47.47" y="126.828552" transform="rotate(-0 47.47 126.828552)">60</text>
</g>
</g>
<g id="ytick_5">
<g id="line2d_27">
<path d="M 54.47 77.559216
L 485.145 77.559216
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_28">
<g>
<use xlink:href="#mf126f6f34e" x="54.47" y="77.559216" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_15">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="47.47" y="81.738356" transform="rotate(-0 47.47 81.738356)">80</text>
</g>
</g>
<g id="ytick_6">
<g id="line2d_29">
<path d="M 54.47 32.46902
L 485.145 32.46902
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_30">
<g>
<use xlink:href="#mf126f6f34e" x="54.47" y="32.46902" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_16">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="47.47" y="36.64816" transform="rotate(-0 47.47 36.64816)">100</text>
</g>
</g>
<g id="text_17">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="20.186094" y="142.94" transform="rotate(-90 20.186094 142.94)">Cobertura (% decidido sem desambiguar)</text>
</g>
</g>
<g id="line2d_31">
<path d="M 108.304375 257.92
L 108.304375 27.96
" clip-path="url(#pb61e996987)" style="fill: none; stroke-dasharray: 4,3; stroke-dashoffset: 0; stroke: #52514e"/>
</g>
<g id="line2d_32">
<path d="M 54.47 77.559216
L 485.145 77.559216
" clip-path="url(#pb61e996987)" style="fill: none; stroke-dasharray: 1,3; stroke-dashoffset: 0; stroke: #52514e"/>
</g>
<g id="line2d_33">
<path d="M 436.612857 32.46902
L 424.670893 33.469246
L 424.670893 33.469246
L 424.670893 33.869336
L 419.894107 34.669517
L 419.894107 34.669517
L 419.894107 34.869562
L 417.505714 35.069608
L 417.505714 35.669743
L 407.952143 36.469924
L 405.56375 36.870015
L 405.56375 38.270331
L 386.456607 39.870693
L 381.679821 40.670874
L 381.679821 41.070965
L 372.12625 42.671327
L 367.349464 43.271462
L 367.349464 43.471508
L 364.961071 44.271689
L 355.4075 45.672005
L 353.019107 46.272141
L 353.019107 47.072322
L 345.853929 47.872503
L 345.853929 48.072548
L 341.077143 48.472638
L 336.300357 49.67291
L 329.135179 50.873181
L 326.746786 52.473543
L 319.581607 53.473769
L 314.804821 53.87386
L 312.416429 54.874086
L 307.639643 56.074357
L 305.25125 56.474448
L 300.474464 56.874538
L 293.309286 58.07481
L 293.309286 59.675172
L 290.920893 60.675398
L 286.144107 62.075714
L 286.144107 62.27576
L 283.755714 62.67585
L 283.755714 63.676076
L 281.367321 64.076167
L 278.978929 65.276438
L 269.425357 66.47671
L 267.036964 67.076845
L 259.871786 67.676981
L 255.095 69.077298
L 252.706607 70.477614
L 245.541429 71.877931
L 238.37625 72.878157
L 233.599464 73.878383
L 233.599464 74.078429
L 228.822679 75.478745
L 226.434286 75.878836
L 224.045893 76.478971
L 219.269107 78.079333
L 214.492321 79.079559
L 214.492321 79.87974
L 212.103929 80.679921
L 209.715536 81.280057
L 202.550357 82.480328
L 200.161964 83.480555
L 197.773571 84.280736
L 197.773571 85.280962
L 181.054821 87.88155
L 181.054821 88.481686
L 173.889643 90.482138
L 171.50125 91.682409
L 166.724464 93.082726
L 166.724464 94.483043
L 157.170893 98.483947
L 145.228929 101.084535
L 142.840536 101.684671
L 140.452143 102.484852
L 135.675357 103.084988
L 135.675357 104.485304
L 128.510179 105.885621
L 126.121786 107.085892
L 126.121786 108.8863
L 121.345 112.087023
L 121.345 114.487566
L 118.956607 116.287973
L 118.956607 117.288199
L 116.568214 119.888788
L 109.403036 122.28933
L 102.237857 127.090416
L 97.461071 131.691456
L 97.461071 133.491864
L 95.072679 137.092678
L 95.072679 140.893537
L 90.295893 145.094487
L 85.519107 148.895347
L 83.130714 153.896478
L 80.742321 158.297473
L 78.353929 163.298604
L 75.965536 169.900096
L 66.411964 178.502042
L 64.023571 188.504303
L 59.246786 202.107379
L 54.47 218.711134
L 54.47 257.92
L 54.47 257.92
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #2a78d6; stroke-width: 2; stroke-linecap: square"/>
</g>
<g id="line2d_34">
<path d="M 503.487857 32.46902
L 498.711071 32.86911
L 498.711071 32.86911
L 498.711071 33.069155
L 498.711071 33.069155
L 491.545893 33.669291
L 491.545893 33.869336
L 474.827143 35.269653
L 474.827143 35.269653
L 474.827143 35.869789
L 472.43875 36.069834
L 472.43875 36.269879
L 470.050357 36.66997
L 455.72 37.870241
L 453.331607 38.270331
L 448.554821 38.670422
L 443.778036 39.470603
L 439.00125 39.870693
L 436.612857 40.270784
L 434.224464 40.870919
L 427.059286 41.471055
L 427.059286 41.6711
L 422.2825 42.471281
L 419.894107 43.271462
L 405.56375 44.671779
L 403.175357 45.47196
L 403.175357 46.072096
L 386.456607 47.472412
L 379.291429 48.672684
L 376.903036 49.272819
L 372.12625 49.67291
L 362.572679 50.873181
L 362.572679 51.673362
L 360.184286 52.073453
L 355.4075 53.073679
L 353.019107 53.87386
L 345.853929 54.674041
L 343.465536 55.274176
L 329.135179 57.274629
L 329.135179 58.874991
L 324.358393 59.275081
L 324.358393 61.075488
L 321.97 61.675624
L 314.804821 62.875895
L 312.416429 63.876122
L 312.416429 64.676303
L 305.25125 65.676529
L 300.474464 66.8768
L 295.697679 67.276891
L 295.697679 67.676981
L 286.144107 69.077298
L 276.590536 71.07775
L 274.202143 71.877931
L 271.81375 72.478067
L 269.425357 73.278248
L 264.648571 74.078429
L 252.706607 75.478745
L 247.929821 76.478971
L 245.541429 77.479198
L 238.37625 79.87974
L 233.599464 81.880193
L 231.211071 82.680374
L 231.211071 83.6806
L 228.822679 84.480781
L 228.822679 84.880871
L 226.434286 85.481007
L 224.045893 86.681278
L 224.045893 87.281414
L 219.269107 88.681731
L 214.492321 90.882228
L 212.103929 92.282545
L 212.103929 92.48259
L 207.327143 93.482816
L 202.550357 94.282997
L 195.385179 95.683314
L 195.385179 96.28345
L 188.22 98.683993
L 183.443214 100.88449
L 181.054821 101.684671
L 181.054821 104.285259
L 178.666429 106.085666
L 176.278036 106.885847
L 171.50125 109.28639
L 166.724464 111.286842
L 164.336071 113.287295
L 159.559286 115.287747
L 159.559286 117.488245
L 152.394107 120.288878
L 152.394107 122.489376
L 147.617321 124.889918
L 147.617321 127.090416
L 142.840536 129.290914
L 138.06375 131.691456
L 133.286964 134.692135
L 133.286964 136.692587
L 123.733393 141.293628
L 118.956607 146.094713
L 104.62625 151.69598
L 99.849464 156.897156
L 97.461071 160.898061
L 95.072679 167.899644
L 90.295893 174.301092
L 87.9075 181.50272
L 78.353929 191.705027
L 75.965536 199.306746
L 68.800357 209.309008
L 61.635179 221.311722
L 59.246786 233.914572
L 56.858393 244.116879
L 56.858393 251.318507
L 54.47 256.319638
L 54.47 257.92
L 54.47 257.92
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #eb6834; stroke-width: 2; stroke-linecap: square"/>
</g>
<g id="line2d_35">
<path d="M 505 144.641136
L 489.1575 147.294985
L 486.769107 148.295211
L 481.992321 149.095392
L 474.827143 149.895573
L 453.331607 152.896251
L 450.943214 153.496387
L 448.554821 154.296568
L 439.00125 155.496839
L 436.612857 156.096975
L 429.447679 157.497292
L 427.059286 157.697337
L 412.728929 159.297699
L 412.728929 159.697789
L 407.952143 160.698016
L 398.398571 163.098558
L 391.233393 164.098785
L 388.845 165.499101
L 386.456607 166.499327
L 384.068214 167.299508
L 384.068214 168.699825
L 376.903036 169.900096
L 369.737857 170.700277
L 367.349464 172.100594
L 364.961071 172.70073
L 357.795893 173.901001
L 355.4075 175.101273
L 350.630714 175.701408
L 345.853929 177.30177
L 338.68875 178.101951
L 321.97 180.502494
L 321.97 180.902584
L 319.581607 181.902811
L 319.581607 182.502946
L 312.416429 183.303127
L 302.862857 184.503399
L 300.474464 185.70367
L 295.697679 186.503851
L 295.697679 187.103987
L 288.5325 188.304258
L 283.755714 189.304484
L 281.367321 190.104665
L 276.590536 190.704801
L 276.590536 191.304937
L 274.202143 191.905072
L 269.425357 192.705253
L 262.260179 193.705479
L 262.260179 194.50566
L 257.483393 195.105796
L 257.483393 196.106022
L 255.095 196.706158
L 238.37625 198.506565
L 231.211071 200.507017
L 228.822679 200.907108
L 228.822679 201.107153
L 228.822679 201.107153
L 226.434286 202.107379
L 226.434286 202.707515
L 192.996786 214.510184
L 190.608393 215.11032
L 183.443214 215.710455
L 183.443214 215.710455
L 183.443214 217.710908
L 178.666429 218.711134
L 176.278036 218.911179
L 176.278036 218.911179
L 140.452143 230.713848
L 140.452143 230.713848
L 138.06375 231.313984
L 138.06375 231.313984
L 135.675357 231.714074
L 135.675357 231.714074
L 133.286964 231.914119
L 133.286964 232.514255
L 133.286964 232.514255
L 75.965536 246.317376
L 75.965536 246.317376
L 73.577143 247.517648
L 73.577143 247.517648
L 54.47 257.92
L 54.47 257.92
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #1baf7a; stroke-width: 2; stroke-linecap: square"/>
</g>
<g id="line2d_36">
<path d="M 505 142.640684
L 496.322679 144.094261
L 486.769107 145.494578
L 481.992321 146.894894
L 465.273571 149.495482
L 446.166429 152.696206
L 443.778036 153.296342
L 422.2825 156.897156
L 417.505714 158.697563
L 403.175357 160.297925
L 396.010179 161.698242
L 391.233393 163.098558
L 379.291429 165.699146
L 369.737857 167.899644
L 362.572679 169.700051
L 348.242321 172.300639
L 345.853929 173.901001
L 341.077143 174.901227
L 336.300357 176.301544
L 333.911964 177.501815
L 326.746786 179.702313
L 321.97 180.902584
L 314.804821 182.903037
L 310.028036 183.703218
L 305.25125 184.303353
L 302.862857 185.70367
L 295.697679 187.103987
L 290.920893 188.504303
L 271.81375 191.705027
L 262.260179 192.905298
L 257.483393 193.905525
L 255.095 195.105796
L 252.706607 195.905977
L 240.764643 197.106248
L 235.987857 197.906429
L 226.434286 199.306746
L 219.269107 201.707289
L 214.492321 202.50747
L 212.103929 203.107605
L 212.103929 203.707741
L 207.327143 204.908013
L 204.93875 205.908239
L 188.22 207.708646
L 183.443214 208.508827
L 181.054821 210.109189
L 169.112857 211.509505
L 157.170893 214.310139
L 152.394107 216.310591
L 147.617321 217.510862
L 135.675357 218.911179
L 135.675357 220.711586
L 133.286964 221.511767
L 128.510179 222.912084
L 126.121786 224.3124
L 123.733393 224.912536
L 116.568214 225.712717
L 114.179821 226.912988
L 111.791429 228.51335
L 109.403036 229.713622
L 109.403036 231.113938
L 107.014643 231.714074
L 104.62625 231.914119
L 99.849464 233.114391
L 97.461071 233.514481
L 92.684286 235.114843
L 90.295893 235.714979
L 87.9075 236.51516
L 85.519107 237.715431
L 80.742321 238.915703
L 78.353929 239.715884
L 78.353929 241.716336
L 73.577143 243.316698
L 73.577143 243.916834
L 68.800357 245.517195
L 66.411964 247.117557
L 64.023571 248.317829
L 59.246786 249.918191
L 59.246786 251.918643
L 54.47 253.31896
L 54.47 257.92
L 54.47 257.92
" clip-path="url(#pb61e996987)" style="fill: none; stroke: #eda100; stroke-width: 2; stroke-linecap: square"/>
</g>
<g id="patch_3">
<path d="M 54.47 257.92
L 54.47 27.96
" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
</g>
<g id="patch_4">
<path d="M 54.47 257.92
L 485.145 257.92
" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
</g>
<g id="text_18">
<text style="font-size: 9px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #52514e" x="112.341953" y="183.521176" transform="rotate(-0 112.341953 183.521176)">risco máx. 2%</text>
</g>
<g id="text_19">
<text style="font-size: 9px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="479.761563" y="74.177451" transform="rotate(-0 479.761563 74.177451)">meta de cobertura 80%</text>
</g>
<g id="PathCollection_1">
<defs>
<path id="m8e29529a97" d="M 0 3.872983
C 1.027127 3.872983 2.012324 3.464901 2.738613 2.738613
C 3.464901 2.012324 3.872983 1.027127 3.872983 0
C 3.872983 -1.027127 3.464901 -2.012324 2.738613 -2.738613
C 2.012324 -3.464901 1.027127 -3.872983 0 -3.872983
C -1.027127 -3.872983 -2.012324 -3.464901 -2.738613 -2.738613
C -3.464901 -2.012324 -3.872983 -1.027127 -3.872983 0
C -3.872983 1.027127 -3.464901 2.012324 -2.738613 2.738613
C -2.012324 3.464901 -1.027127 3.872983 0 3.872983
z
" style="stroke: #fcfcfb; stroke-width: 2"/>
</defs>
<g clip-path="url(#pb61e996987)">
<use xlink:href="#m8e29529a97" x="106.958516" y="123.686486" style="fill: #2a78d6; stroke: #fcfcfb; stroke-width: 2"/>
</g>
</g>
<g id="patch_5">
<path d="M 121.510674 61.046797
Q 114.46064 91.393631 107.410606 121.740466
" style="fill: none; stroke: #52514e; stroke-width: 0.8; stroke-linecap: round"/>
</g>
<g id="text_20">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="61.199297" y="55.014118" transform="rotate(-0 61.199297 55.014118)">SemIf: 60% de cobertura</text>
</g>
<g id="PathCollection_2">
<defs>
<path id="m5d44b9b606" d="M 0 3.872983
C 1.027127 3.872983 2.012324 3.464901 2.738613 2.738613
C 3.464901 2.012324 3.872983 1.027127 3.872983 0
C 3.872983 -1.027127 3.464901 -2.012324 2.738613 -2.738613
C 2.012324 -3.464901 1.027127 -3.872983 0 -3.872983
C -1.027127 -3.872983 -2.012324 -3.464901 -2.738613 -2.738613
C -3.464901 -2.012324 -3.872983 -1.027127 -3.872983 0
C -3.872983 1.027127 -3.464901 2.012324 -2.738613 2.738613
C -2.012324 3.464901 -1.027127 3.872983 0 3.872983
z
" style="stroke: #fcfcfb; stroke-width: 2"/>
</defs>
<g clip-path="url(#pb61e996987)">
<use xlink:href="#m5d44b9b606" x="106.958516" y="150.492608" style="fill: #eb6834; stroke: #fcfcfb; stroke-width: 2"/>
</g>
</g>
<g id="patch_6">
<path d="M 163.524781 149.948988
Q 136.241156 150.211192 108.957531 150.473397
" style="fill: none; stroke: #52514e; stroke-width: 0.8; stroke-linecap: round"/>
</g>
<g id="text_21">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="167.522188" y="151.958039" transform="rotate(-0 167.522188 151.958039)">Rizzo Flow: 48% de cobertura</text>
</g>
<g id="PathCollection_3">
<defs>
<path id="mcf52e622c6" d="M 0 3.872983
C 1.027127 3.872983 2.012324 3.464901 2.738613 2.738613
C 3.464901 2.012324 3.872983 1.027127 3.872983 0
C 3.872983 -1.027127 3.464901 -2.012324 2.738613 -2.738613
C 2.012324 -3.464901 1.027127 -3.872983 0 -3.872983
C -1.027127 -3.872983 -2.012324 -3.464901 -2.738613 -2.738613
C -3.464901 -2.012324 -3.872983 -1.027127 -3.872983 0
C -3.872983 1.027127 -3.464901 2.012324 -2.738613 2.738613
C -2.012324 3.464901 -1.027127 3.872983 0 3.872983
z
" style="stroke: #fcfcfb; stroke-width: 2"/>
</defs>
<g clip-path="url(#pb61e996987)">
<use xlink:href="#mcf52e622c6" x="76.00375" y="246.309275" style="fill: #1baf7a; stroke: #fcfcfb; stroke-width: 2"/>
</g>
</g>
<g id="patch_7">
<path d="M 174.289179 246.206338
Q 126.146776 246.256758 78.004372 246.307179
" style="fill: none; stroke: #52514e; stroke-width: 0.8; stroke-linecap: round"/>
</g>
<g id="text_22">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="178.289062" y="248.901961" transform="rotate(-0 178.289062 248.901961)">Laya: 5% de cobertura</text>
</g>
<g id="PathCollection_4">
<defs>
<path id="m6c7035ba75" d="M 0 3.872983
C 1.027127 3.872983 2.012324 3.464901 2.738613 2.738613
C 3.464901 2.012324 3.872983 1.027127 3.872983 0
C 3.872983 -1.027127 3.464901 -2.012324 2.738613 -2.738613
C 2.012324 -3.464901 1.027127 -3.872983 0 -3.872983
C -1.027127 -3.872983 -2.012324 -3.464901 -2.738613 -2.738613
C -3.464901 -2.012324 -3.872983 -1.027127 -3.872983 0
C -3.872983 1.027127 -3.464901 2.012324 -2.738613 2.738613
C -2.012324 3.464901 -1.027127 3.872983 0 3.872983
z
" style="stroke: #fcfcfb; stroke-width: 2"/>
</defs>
<g clip-path="url(#pb61e996987)">
<use xlink:href="#m6c7035ba75" x="106.958516" y="231.316784" style="fill: #eda100; stroke: #fcfcfb; stroke-width: 2"/>
</g>
</g>
<g id="patch_8">
<path d="M 174.286794 229.747996
Q 141.623292 230.509075 108.95979 231.270153
" style="fill: none; stroke: #52514e; stroke-width: 0.8; stroke-linecap: round"/>
</g>
<g id="text_23">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="178.289062" y="230.865882" transform="rotate(-0 178.289062 230.865882)">GLiNER: 12% de cobertura</text>
</g>
<g id="text_24">
<text style="font-size: 12px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="54.47" y="21.96" transform="rotate(-0 54.47 21.96)">Cobertura × risco ao variar o limiar de confiança (GPU)</text>
</g>
</g>
</g>
<defs>
<clipPath id="pb61e996987">
<rect x="54.47" y="27.96" width="430.675" height="229.96"/>
</clipPath>
</defs>
</svg>
Side by Side

After

Width:  |  Height:  |  Size: 30 KiB

380
reports/calibration/chart-ece.svg Normal file
View File

@@ -0,0 +1,380 @@
<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="504pt" height="208.8pt" viewBox="0 0 504 208.8" xmlns="http://www.w3.org/2000/svg" version="1.1">
<metadata>
<rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
<cc:Work>
<dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
<dc:date>2026-10-07T22:03:02.608079</dc:date>
<dc:format>image/svg+xml</dc:format>
<dc:creator>
<cc:Agent>
<dc:title>Matplotlib v3.10.7, https://matplotlib.org/</dc:title>
</cc:Agent>
</dc:creator>
</cc:Work>
</rdf:RDF>
</metadata>
<defs>
<style type="text/css">*{stroke-linejoin: round; stroke-linecap: butt}</style>
</defs>
<g id="figure_1">
<g id="patch_1">
<path d="M 0 208.8
L 504 208.8
L 504 0
L 0 0
z
" style="fill: #fcfcfb"/>
</g>
<g id="axes_1">
<g id="patch_2">
<path d="M 76.48 163.6
L 479.97 163.6
L 479.97 27.96
L 76.48 27.96
z
" style="fill: #fcfcfb"/>
</g>
<g id="matplotlib.axis_1">
<g id="xtick_1">
<g id="line2d_1">
<path d="M 104.630465 163.6
L 104.630465 27.96
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_2">
<defs>
<path id="m8f1356701b" d="M 0 0
L 0 3.5
" style="stroke: #52514e; stroke-width: 0.8"/>
</defs>
<g>
<use xlink:href="#m8f1356701b" x="104.630465" y="163.6" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_1">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="104.630465" y="178.958281" transform="rotate(-0 104.630465 178.958281)">0.00</text>
</g>
</g>
<g id="xtick_2">
<g id="line2d_3">
<path d="M 151.547907 163.6
L 151.547907 27.96
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_4">
<g>
<use xlink:href="#m8f1356701b" x="151.547907" y="163.6" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_2">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="151.547907" y="178.958281" transform="rotate(-0 151.547907 178.958281)">0.05</text>
</g>
</g>
<g id="xtick_3">
<g id="line2d_5">
<path d="M 198.465349 163.6
L 198.465349 27.96
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_6">
<g>
<use xlink:href="#m8f1356701b" x="198.465349" y="163.6" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_3">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="198.465349" y="178.958281" transform="rotate(-0 198.465349 178.958281)">0.10</text>
</g>
</g>
<g id="xtick_4">
<g id="line2d_7">
<path d="M 245.382791 163.6
L 245.382791 27.96
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_8">
<g>
<use xlink:href="#m8f1356701b" x="245.382791" y="163.6" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_4">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="245.382791" y="178.958281" transform="rotate(-0 245.382791 178.958281)">0.15</text>
</g>
</g>
<g id="xtick_5">
<g id="line2d_9">
<path d="M 292.300233 163.6
L 292.300233 27.96
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_10">
<g>
<use xlink:href="#m8f1356701b" x="292.300233" y="163.6" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_5">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="292.300233" y="178.958281" transform="rotate(-0 292.300233 178.958281)">0.20</text>
</g>
</g>
<g id="xtick_6">
<g id="line2d_11">
<path d="M 339.217674 163.6
L 339.217674 27.96
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_12">
<g>
<use xlink:href="#m8f1356701b" x="339.217674" y="163.6" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_6">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="339.217674" y="178.958281" transform="rotate(-0 339.217674 178.958281)">0.25</text>
</g>
</g>
<g id="xtick_7">
<g id="line2d_13">
<path d="M 386.135116 163.6
L 386.135116 27.96
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_14">
<g>
<use xlink:href="#m8f1356701b" x="386.135116" y="163.6" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_7">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="386.135116" y="178.958281" transform="rotate(-0 386.135116 178.958281)">0.30</text>
</g>
</g>
<g id="xtick_8">
<g id="line2d_15">
<path d="M 433.052558 163.6
L 433.052558 27.96
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_16">
<g>
<use xlink:href="#m8f1356701b" x="433.052558" y="163.6" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_8">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="433.052558" y="178.958281" transform="rotate(-0 433.052558 178.958281)">0.35</text>
</g>
</g>
<g id="xtick_9">
<g id="line2d_17">
<path d="M 479.97 163.6
L 479.97 27.96
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linecap: square"/>
</g>
<g id="line2d_18">
<g>
<use xlink:href="#m8f1356701b" x="479.97" y="163.6" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_9">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="479.97" y="178.958281" transform="rotate(-0 479.97 178.958281)">0.40</text>
</g>
</g>
<g id="text_10">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle; fill: #52514e" x="278.225" y="194.044219" transform="rotate(-0 278.225 194.044219)">ECE — erro de calibração esperado (menor é melhor)</text>
</g>
</g>
<g id="matplotlib.axis_2">
<g id="ytick_1">
<g id="line2d_19">
<defs>
<path id="mec0322e1db" d="M 0 0
L -3.5 0
" style="stroke: #52514e; stroke-width: 0.8"/>
</defs>
<g>
<use xlink:href="#mec0322e1db" x="76.48" y="157.434545" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_11">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="69.48" y="161.613686" transform="rotate(-0 69.48 161.613686)">SemIf</text>
</g>
</g>
<g id="ytick_2">
<g id="line2d_20">
<g>
<use xlink:href="#mec0322e1db" x="76.48" y="116.331515" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_12">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="69.48" y="120.510656" transform="rotate(-0 69.48 120.510656)">Rizzo Flow</text>
</g>
</g>
<g id="ytick_3">
<g id="line2d_21">
<g>
<use xlink:href="#mec0322e1db" x="76.48" y="75.228485" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_13">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="69.48" y="79.407625" transform="rotate(-0 69.48 79.407625)">GLiNER</text>
</g>
</g>
<g id="ytick_4">
<g id="line2d_22">
<g>
<use xlink:href="#mec0322e1db" x="76.48" y="34.125455" style="fill: #52514e; stroke: #52514e; stroke-width: 0.8"/>
</g>
</g>
<g id="text_14">
<text style="font-size: 11px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #52514e" x="69.48" y="38.304595" transform="rotate(-0 69.48 38.304595)">Laya</text>
</g>
</g>
</g>
<g id="line2d_23">
<path d="M 125.743314 157.434545
L 156.427321 157.434545
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 2; stroke-linecap: square"/>
</g>
<g id="line2d_24">
<path d="M 123.960451 116.331515
L 158.773193 116.331515
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 2; stroke-linecap: square"/>
</g>
<g id="line2d_25">
<path d="M 164.121781 75.228485
L 176.601821 75.228485
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 2; stroke-linecap: square"/>
</g>
<g id="line2d_26">
<path d="M 175.006628 34.125455
L 410.813691 34.125455
" clip-path="url(#p865492ebe2)" style="fill: none; stroke: #e6e5e1; stroke-width: 2; stroke-linecap: square"/>
</g>
<g id="patch_3">
<path d="M 76.48 163.6
L 76.48 27.96
" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
</g>
<g id="patch_4">
<path d="M 76.48 163.6
L 479.97 163.6
" style="fill: none; stroke: #e6e5e1; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
</g>
<g id="PathCollection_1">
<defs>
<path id="mbd76c99137" d="M 0 4.1833
C 1.109424 4.1833 2.173559 3.742521 2.95804 2.95804
C 3.742521 2.173559 4.1833 1.109424 4.1833 0
C 4.1833 -1.109424 3.742521 -2.173559 2.95804 -2.95804
C 2.173559 -3.742521 1.109424 -4.1833 0 -4.1833
C -1.109424 -4.1833 -2.173559 -3.742521 -2.95804 -2.95804
C -3.742521 -2.173559 -4.1833 -1.109424 -4.1833 0
C -4.1833 1.109424 -3.742521 2.173559 -2.95804 2.95804
C -2.173559 3.742521 -1.109424 4.1833 0 4.1833
z
" style="stroke: #52514e; stroke-width: 1.6"/>
</defs>
<g clip-path="url(#p865492ebe2)">
<use xlink:href="#mbd76c99137" x="156.427321" y="157.434545" style="fill: #fcfcfb; stroke: #52514e; stroke-width: 1.6"/>
</g>
</g>
<g id="PathCollection_2">
<defs>
<path id="md15517b77b" d="M 0 4.1833
C 1.109424 4.1833 2.173559 3.742521 2.95804 2.95804
C 3.742521 2.173559 4.1833 1.109424 4.1833 0
C 4.1833 -1.109424 3.742521 -2.173559 2.95804 -2.95804
C 2.173559 -3.742521 1.109424 -4.1833 0 -4.1833
C -1.109424 -4.1833 -2.173559 -3.742521 -2.95804 -2.95804
C -3.742521 -2.173559 -4.1833 -1.109424 -4.1833 0
C -4.1833 1.109424 -3.742521 2.173559 -2.95804 2.95804
C -2.173559 3.742521 -1.109424 4.1833 0 4.1833
z
" style="stroke: #fcfcfb; stroke-width: 2"/>
</defs>
<g clip-path="url(#p865492ebe2)">
<use xlink:href="#md15517b77b" x="125.743314" y="157.434545" style="fill: #2a78d6; stroke: #fcfcfb; stroke-width: 2"/>
</g>
</g>
<g id="text_15">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="163.934112" y="160.19392" transform="rotate(-0 163.934112 160.19392)">0.055</text>
</g>
<g id="text_16">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #0b0b0b" x="118.236523" y="160.19392" transform="rotate(-0 118.236523 160.19392)">0.022</text>
</g>
<g id="PathCollection_3">
<g clip-path="url(#p865492ebe2)">
<use xlink:href="#mbd76c99137" x="158.773193" y="116.331515" style="fill: #fcfcfb; stroke: #52514e; stroke-width: 1.6"/>
</g>
</g>
<g id="PathCollection_4">
<g clip-path="url(#p865492ebe2)">
<use xlink:href="#md15517b77b" x="123.960451" y="116.331515" style="fill: #2a78d6; stroke: #fcfcfb; stroke-width: 2"/>
</g>
</g>
<g id="text_17">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="166.279984" y="119.09089" transform="rotate(-0 166.279984 119.09089)">0.058</text>
</g>
<g id="text_18">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #0b0b0b" x="116.45366" y="119.09089" transform="rotate(-0 116.45366 119.09089)">0.021</text>
</g>
<g id="PathCollection_5">
<g clip-path="url(#p865492ebe2)">
<use xlink:href="#mbd76c99137" x="176.601821" y="75.228485" style="fill: #fcfcfb; stroke: #52514e; stroke-width: 1.6"/>
</g>
</g>
<g id="PathCollection_6">
<g clip-path="url(#p865492ebe2)">
<use xlink:href="#md15517b77b" x="164.121781" y="75.228485" style="fill: #2a78d6; stroke: #fcfcfb; stroke-width: 2"/>
</g>
</g>
<g id="text_19">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="184.108612" y="77.98786" transform="rotate(-0 184.108612 77.98786)">0.077</text>
</g>
<g id="text_20">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #0b0b0b" x="156.614991" y="77.98786" transform="rotate(-0 156.614991 77.98786)">0.063</text>
</g>
<g id="PathCollection_7">
<g clip-path="url(#p865492ebe2)">
<use xlink:href="#mbd76c99137" x="410.813691" y="34.125455" style="fill: #fcfcfb; stroke: #52514e; stroke-width: 1.6"/>
</g>
</g>
<g id="PathCollection_8">
<g clip-path="url(#p865492ebe2)">
<use xlink:href="#md15517b77b" x="175.006628" y="34.125455" style="fill: #2a78d6; stroke: #fcfcfb; stroke-width: 2"/>
</g>
</g>
<g id="text_21">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="418.320481" y="36.88483" transform="rotate(-0 418.320481 36.88483)">0.326</text>
</g>
<g id="text_22">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end; fill: #0b0b0b" x="167.499837" y="36.88483" transform="rotate(-0 167.499837 36.88483)">0.075</text>
</g>
<g id="text_23">
<text style="font-size: 12px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="76.48" y="21.96" transform="rotate(-0 76.48 21.96)">Calibração das probabilidades: antes × depois</text>
</g>
<g id="legend_1">
<g id="PathCollection_9">
<g>
<use xlink:href="#mbd76c99137" x="331.215312" y="135.217187" style="fill: #fcfcfb; stroke: #52514e; stroke-width: 1.6"/>
</g>
</g>
<g id="text_24">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="349.215312" y="137.842187" transform="rotate(-0 349.215312 137.842187)">Bruto</text>
</g>
<g id="PathCollection_10">
<g>
<use xlink:href="#md15517b77b" x="331.215312" y="149.895312" style="fill: #2a78d6; stroke: #fcfcfb; stroke-width: 2"/>
</g>
</g>
<g id="text_25">
<text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start; fill: #0b0b0b" x="349.215312" y="152.520312" transform="rotate(-0 349.215312 152.520312)">Calibrado (temperatura)</text>
</g>
</g>
</g>
</g>
<defs>
<clipPath id="p865492ebe2">
<rect x="76.48" y="27.96" width="403.49" height="135.64"/>
</clipPath>
</defs>
</svg>
Side by Side

After

Width:  |  Height:  |  Size: 19 KiB