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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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Equal Opportunity Difference
#115
pratikwatwani
closed
3 weeks ago
2
Gap Statistic
#114
pratikwatwani
closed
3 weeks ago
1
Mean Forecast Error
#113
pratikwatwani
opened
3 weeks ago
2
davies-bouldin-first-page
#112
keswani-Rohitkumar
opened
1 month ago
4
Continuous Ranked Probability Scores (CRPS)
#111
santiviquez
opened
1 month ago
0
TPR first page definition formula, strengths and weakenss.
#110
keswani-Rohitkumar
closed
3 weeks ago
2
Added Conversion Rate metric
#109
kasthuri7903
closed
3 weeks ago
4
Installing strawberry-perl
#108
AnshTanwar
closed
1 month ago
3
PSNR Peak-Signal-to-Noise Ratio #91 First Page
#107
minhduy13ly
closed
1 month ago
2
Dunn Index
#106
pratikwatwani
opened
1 month ago
5
Huber Loss
#105
pratikwatwani
opened
1 month ago
4
Silhouette Score #51 First Page
#104
keswani-Rohitkumar
closed
1 month ago
1
Rephrase MAPE's asymmetric explanation
#103
santiviquez
closed
3 weeks ago
1
EC (Expected Cost) metric - First page
#102
AnshTanwar
closed
1 month ago
2
Fix #20 TPR — True Positive Rate (Recall/Sensitivity) WIP
#101
keswani-Rohitkumar
closed
1 month ago
4
Replacing FPR to FNR in the FNR section
#100
keswani-Rohitkumar
closed
1 month ago
1
Include TIP section in README linking to the latest pre-release PDF
#99
nnansters
closed
1 month ago
1
Automated nightly builds
#98
nnansters
closed
1 month ago
0
Several Metrics
#97
obasna
opened
1 month ago
1
Bounce Rate
#96
santiviquez
opened
1 month ago
0
Conversion Rate
#95
santiviquez
opened
1 month ago
0
Expected Cost (EC)
#94
AnshTanwar
closed
1 month ago
5
False Negative Rate added
#93
keswani-Rohitkumar
closed
1 month ago
1
A/B Testing and A/A Testing
#92
kasthuri7903
closed
1 month ago
7
PSNR - Peak Signal-to-Noise Ratio
#91
minhduy13ly
opened
1 month ago
3
Disparate Impact
#90
santiviquez
opened
1 month ago
0
Treatment Equality
#89
santiviquez
opened
1 month ago
0
Calibration within Groups
#88
santiviquez
opened
1 month ago
0
Parity Measures
#87
santiviquez
opened
1 month ago
0
Predictive Parity
#86
santiviquez
opened
1 month ago
0
Equalized Odds
#85
santiviquez
opened
1 month ago
0
Equality of Opportunity
#84
santiviquez
opened
1 month ago
0
Demographic Parity
#83
santiviquez
opened
1 month ago
0
Sharpe Ratio
#82
santiviquez
opened
1 month ago
0
MTTR — Mean Time To Repair
#81
santiviquez
opened
1 month ago
0
MTTF — Mean Time To Failure
#80
santiviquez
opened
1 month ago
0
MTBF — Mean Time Between Failures
#79
santiviquez
opened
1 month ago
0
IW — Importance Weighting
#78
santiviquez
opened
1 month ago
0
PAPE — Probabilistic Adaptive Performance Estimation
#77
santiviquez
opened
1 month ago
0
DLE — Direct Loss Estimation
#76
santiviquez
opened
1 month ago
0
CBPE — Confidence-based Performance Estimation
#75
santiviquez
opened
1 month ago
0
EM — Exact Match
#74
santiviquez
opened
1 month ago
0
TER — Translation Edit Rate
#73
santiviquez
opened
1 month ago
0
ROUGE — Recall-Oriented Understudy for Gisting Evaluation
#72
santiviquez
opened
1 month ago
0
METEOR — Metric for Evaluation of Translation with Explicit ORdering
#71
santiviquez
opened
1 month ago
0
BLEU — Bilingual Evaluation Understudy
#70
santiviquez
opened
1 month ago
0
Metrics covered in the book
#69
santiviquez
opened
1 month ago
0
FID — Frechet Inception Distance
#68
santiviquez
opened
1 month ago
0
IS — Inception Score
#67
santiviquez
opened
1 month ago
0
OKS — Object Keypoint Similarity
#66
santiviquez
opened
1 month ago
0
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