📊 Simulator EP01_03: Precision-Sensitivity Curve & mAP
mAP & P-S Curve
Edit the samples (true class and confidence) or choose a predefined scenario to visualize the confusion matrix, the P-S curve, and the mAP value in real time.
SAMPLES (TRUE CLASS | CONFIDENCE)
#
Truth
Confidence
THRESHOLD FOR INDIVIDUAL METRICS
0.85
Thresholds: 0.00 · 0.09 · 0.21 · 0.31 · 0.39 · 0.52 · 0.60 · 0.71 · 0.81 · 0.89 · 1.00
METRICS AT THRESHOLD 0.85
Pred +
Pred −
Real +
TP
0
FN
5
Real −
FP
1
TN
1
Accuracy
0.14
Precision
0.00
Sens.
0.00
F1
0.00
PRECISION-SENSITIVITY CURVE
mAP =
0.71
P-S Curve
Monotonic
Area (AP)
| Threshold | Prec. | P.mono | Sens. |
|---|
Description: Figure 1.13: Simulator EP01_03: Mean Average Precision (mAP) and P-R Curve