mit_d3m.metrics module

Functions

accuracy(ground_truth, predicted)

avg_l2(ground_truth_l, predicted_l)

f1(ground_truth, predicted)

f1_macro(ground_truth, predicted)

f1_micro(ground_truth, predicted)

jacc_sim(ground_truth, predicted)

l1(ground_truth, predicted)

l2(ground_truth, predicted)

mean_se(ground_truth, predicted)

norm_mut_info(ground_truth, predicted)

r2(ground_truth, predicted)

roc_auc(ground_truth, predicted)

roc_auc_macro(ground_truth, predicted)

roc_auc_micro(ground_truth, predicted)

mit_d3m.metrics.accuracy(ground_truth, predicted)[source]
mit_d3m.metrics.avg_l2(ground_truth_l, predicted_l)[source]
mit_d3m.metrics.f1(ground_truth, predicted)[source]
mit_d3m.metrics.f1_macro(ground_truth, predicted)[source]
mit_d3m.metrics.f1_micro(ground_truth, predicted)[source]
mit_d3m.metrics.jacc_sim(ground_truth, predicted)[source]
mit_d3m.metrics.l1(ground_truth, predicted)[source]
mit_d3m.metrics.l2(ground_truth, predicted)[source]
mit_d3m.metrics.mean_se(ground_truth, predicted)[source]
mit_d3m.metrics.norm_mut_info(ground_truth, predicted)[source]
mit_d3m.metrics.r2(ground_truth, predicted)[source]
mit_d3m.metrics.roc_auc(ground_truth, predicted)[source]
mit_d3m.metrics.roc_auc_macro(ground_truth, predicted)[source]
mit_d3m.metrics.roc_auc_micro(ground_truth, predicted)[source]