Run
572560

Run 572560

Task 3536 (Supervised Classification) oh10.wc Uploaded 10-05-2016 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
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8273
Cross-validation details (10-fold Crossvalidation)
KB relative information score
863.6196
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0303
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1768
Cross-validation details (10-fold Crossvalidation)
Number of instances
1050
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8486
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2054
Cross-validation details (10-fold Crossvalidation)
Recall
0.8486
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5854
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
569.512
UserCPU time millis testing
49.74
UserCPU time millis training
519.772