Run
572639

Run 572639

Task 3504 (Supervised Classification) webdata_wXa Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(10)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(10)_openml.seed1
classif.randomForestSRC(10)_openml.kindMersenne-Twister
classif.randomForestSRC(10)_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
0.6903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3989
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13091.6308
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2092
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.7908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5734
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4574
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0709
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20526.638
UserCPU time millis testing
4985.118
UserCPU time millis training
15541.52