ML6 - Model Assessment and Deployment

ML6 - Model Assessment and Deployment#

6.1 - Model Assessment and Comparison#

Prediction Type

Assessment Measures

Decision

Accuracy, Misclassification, Profit/loss

Ranking

C-statistic, Gini coefficient

Estimate

Average square error, Root mean square error, Schwarz criterion (SC), Akaike’s information criterion (AIC)

Sensitivity=TPTP+FN
Specificity=TNTN+FP