Run
523788

Run 523788

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6656
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3312
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21173.4796
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2866
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6653
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5353
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1535
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1081.557
UserCPU time millis testing
29.552
UserCPU time millis training
1052.005