Show classification report on debug (reporter)?

[bagustris]

I think it is handy to have a classification report in DEBUG. It should work only for classification to grasp the current experiment fast, e..g (after F1 score),

DEBUG: modelrunner: run: 0 epoch: 0: result: test: 0.649 UAR
DEBUG: modelrunner: plotting confusion matrix to train_dev_test_label_svm_os_scale-standard_0_000_cnf
DEBUG: reporter: Saved confusion plot to ./tmp/results/exp_svd_os_svm/./images/run_0/train_dev_test_label_svm_os_scale-standard_0_000_cnf.png
DEBUG: reporter: Best score at epoch: 0, UAR: .648, (+-.581/.711), ACC: .721
DEBUG: reporter: labels: ['n', 'p']
DEBUG: reporter: auc: 0.649, pauc: 0.513 from epoch: 0
DEBUG: reporter: result per class (F1 score): [0.505, 0.806] from epoch: 0
              precision    recall  f1-score   support

     class 0       0.50      1.00      0.67         1
     class 1       0.00      0.00      0.00         1
     class 2       1.00      0.67      0.80         3

    accuracy                           0.60         5
   macro avg       0.50      0.56      0.49         5
weighted avg       0.70      0.60      0.61         5
DEBUG: experiment: Done, used 3.287 seconds
DONE

Scikit-learn reference: https://scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html

What do you think, @felixbur?

[felixbur]

sure, looks good

[felixbur]

and i guess you already implemented this...