Run
571971

Run 571971

Task 3904 (Supervised Classification) jm1 Uploaded 06-05-2016 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
0.5997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7894
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3560.3365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.178
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5701
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4218
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0679
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1140.219
UserCPU time millis testing
186.356
UserCPU time millis training
953.863