Run
572901

Run 572901

Task 3518 (Supervised Classification) tr45.wc Uploaded 15-05-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(57)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(57)_openml.seed1
classif.randomForest(57)_openml.kindMersenne-Twister
classif.randomForest(57)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
617.0343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0148
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9125
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9261
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0859
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4147
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
276818.51
UserCPU time millis testing
41.589
UserCPU time millis training
276776.921