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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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Contingency Matrix
#43
santiviquez
opened
2 days ago
0
Calinski Harabasz Score
#42
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2 days ago
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Adjusted Rand Score
#41
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2 days ago
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Rand Score
#40
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2 days ago
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Normalized Mutual Info Score
#39
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2 days ago
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Adjusted Mutual Info Score
#38
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2 days ago
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Mutual Info Score
#37
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2 days ago
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MCC — Matthew's Correlation Coefficient
#36
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2 days ago
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Phi Coefficient
#35
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2 days ago
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Cohen's Kappa
#34
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2 days ago
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P4-metric
#33
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2 days ago
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D2 Log Loss Score
#32
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2 days ago
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Jaccard Score
#31
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2 days ago
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Log Loss
#30
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2 days ago
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Brier Score Loss
#29
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2 days ago
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PR AUC — Area Under the Precision-Recall Curve
#28
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2 days ago
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ROC AUC — Area Under the Receiver Operating Characteristic Curve
#27
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F-beta
#26
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2 days ago
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F1-score
#25
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Precision
#24
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2 days ago
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Balanced Accuracy
#23
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2 days ago
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Accuracy
#22
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2 days ago
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TNR — True Negative Rate (Specificity)
#21
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opened
2 days ago
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TPR — True Positive Rate (Recall/Sensitivity)
#20
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2 days ago
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FNR — False Negative Rate
#19
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2 days ago
1
FPR — False Positive Rate
#18
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2 days ago
0
Confusion Matrix
#17
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Explained Variance Score
#16
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D2 — D2 Absolute Score
#15
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2 days ago
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R-squared
#14
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2 days ago
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MGD — Mean Gamma Deviance
#13
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2 days ago
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MPD — Mean Poisson Deviance
#12
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2 days ago
0
MDA — Mean Directional Accuracy
#11
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2 days ago
0
MSPE — Mean Squared Prediction Error
#10
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2 days ago
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MASE — Mean Absolute Scaled Error
#9
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2 days ago
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wMAPE — Weighted Mean Absolute Percentage Error
#8
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sMAPE — Symmetric Mean Absolute Percentage Error
#7
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MAPE — Mean Absolute Percentage Error
#6
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2 days ago
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RMSLE — Root Mean Squared Log Error
#5
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2 days ago
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RMSE — Root Mean Squared Error
#4
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2 days ago
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MSLE — Mean Squared Log Error
#3
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2 days ago
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MSE — mean squared error
#2
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opened
2 days ago
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MAE — Mean Absolute Percentage Error
#1
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closed
2 days ago
0
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