Metric¶
Evaluation metrics to measure model performance¶
Log training metric each period |
|
Perplexity metric for language model |
|
Accuracy metric for classification |
|
Helper function to create a customized metric |
|
Accuracy metric for logistic regression |
|
LogLoss metric for logistic regression |
|
MAE (Mean Absolute Error) metric for regression |
|
MSE (Mean Squared Error) metric for regression |
|
RMSE (Root Mean Squared Error) metric for regression |
|
RMSLE (Root Mean Squared Logarithmic Error) metric for regression |
|
Top-k accuracy metric for classification |