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NannyML
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The-Little-Book-of-ML-Metrics
The book every data scientist needs on their desk.
https://www.nannyml.com/metrics
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False Negative Rate added
#93
keswani-Rohitkumar
opened
1 hour ago
0
A/B Testing and A/A Testing
#92
kasthuri7903
opened
23 hours ago
2
PSNR - Peak Signal-to-Noise Ratio
#91
MinhDuy13Ly
opened
1 day ago
2
Disparate Impact
#90
santiviquez
opened
1 day ago
0
Treatment Equality
#89
santiviquez
opened
1 day ago
0
Calibration within Groups
#88
santiviquez
opened
1 day ago
0
Parity Measures
#87
santiviquez
opened
1 day ago
0
Predictive Parity
#86
santiviquez
opened
1 day ago
0
Equalized Odds
#85
santiviquez
opened
1 day ago
0
Equality of Opportunity
#84
santiviquez
opened
1 day ago
0
Demographic Parity
#83
santiviquez
opened
1 day ago
0
Sharpe Ratio
#82
santiviquez
opened
1 day ago
0
MTTR — Mean Time To Repair
#81
santiviquez
opened
1 day ago
0
MTTF — Mean Time To Failure
#80
santiviquez
opened
1 day ago
0
MTBF — Mean Time Between Failures
#79
santiviquez
opened
1 day ago
0
IW — Importance Weighting
#78
santiviquez
opened
1 day ago
0
PAPE — Probabilistic Adaptive Performance Estimation
#77
santiviquez
opened
1 day ago
0
DLE — Direct Loss Estimation
#76
santiviquez
opened
1 day ago
0
CBPE — Confidence-based Performance Estimation
#75
santiviquez
opened
1 day ago
0
EM — Exact Match
#74
santiviquez
opened
1 day ago
0
TER — Translation Edit Rate
#73
santiviquez
opened
1 day ago
0
ROUGE — Recall-Oriented Understudy for Gisting Evaluation
#72
santiviquez
opened
1 day ago
0
METEOR — Metric for Evaluation of Translation with Explicit ORdering
#71
santiviquez
opened
1 day ago
0
BLEU — Bilingual Evaluation Understudy
#70
santiviquez
opened
1 day ago
0
Metrics covered in the book
#69
santiviquez
opened
2 days ago
0
FID — Frechet Inception Distance
#68
santiviquez
opened
2 days ago
0
IS — Inception Score
#67
santiviquez
opened
2 days ago
0
OKS — Object Keypoint Similarity
#66
santiviquez
opened
2 days ago
0
PCK — Percentage of Correct Keypoints
#65
santiviquez
opened
2 days ago
0
Boundary IoU
#64
santiviquez
opened
2 days ago
0
Mean Pixel Accuracy
#63
santiviquez
opened
2 days ago
0
Pixel Accuracy
#62
santiviquez
opened
2 days ago
0
MAP — Mean Average Precision
#61
santiviquez
opened
2 days ago
0
Average Precision@k
#60
santiviquez
opened
2 days ago
0
Average Recall@k
#59
santiviquez
opened
2 days ago
0
F1@K
#58
santiviquez
opened
2 days ago
0
Recall@k
#57
santiviquez
opened
2 days ago
0
Precision@k
#56
santiviquez
opened
2 days ago
0
nDCG@K — Normalized Discounted Cumulative Gain
#55
santiviquez
opened
2 days ago
0
ARHR@k — Average Reciprocal Hit-Rank at K
#54
santiviquez
opened
2 days ago
0
MRR — Mean Reciprocal Rank
#53
santiviquez
opened
2 days ago
0
Consensus Score
#52
santiviquez
opened
2 days ago
0
Silhouette Score
#51
santiviquez
opened
2 days ago
0
Homogeneity Completeness V Measure
#50
santiviquez
opened
2 days ago
0
V Measure
#49
santiviquez
opened
2 days ago
0
Homogeneity Score
#48
santiviquez
opened
2 days ago
0
Fowlkes Mallows Score
#47
santiviquez
opened
2 days ago
0
Davis Bouldin Score
#46
santiviquez
opened
2 days ago
0
Completeness Score
#45
santiviquez
opened
2 days ago
0
Pair Confusion Matrix
#44
santiviquez
opened
2 days ago
0
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