Run
572361

Run 572361

Task 3529 (Supervised Classification) oh5.wc Uploaded 08-05-2016 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
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9022
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8903
Cross-validation details (10-fold Crossvalidation)
KB relative information score
816.6277
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0194
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1775
Cross-validation details (10-fold Crossvalidation)
Number of instances
918
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9078
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9031
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2382
Cross-validation details (10-fold Crossvalidation)
Recall
0.9031
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1092
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1392
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4674
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
586.778
UserCPU time millis testing
46.114
UserCPU time millis training
540.664