Run
595371

Run 595371

Task 52950 (Supervised Classification) higgs Uploaded 23-06-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.randomForest.preproc.preproc(2)Learner mlr.classif.randomForest.preproc.preproc from package(s) randomForest.
mlr.classif.randomForest.preproc.preproc(2)_openml.seed1
mlr.classif.randomForest.preproc.preproc(2)_openml.kindMersenne-Twister
mlr.classif.randomForest.preproc.preproc(2)_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
0.802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7232
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4443
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23747.2779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.393
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
98050
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7231
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7233
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9976
Cross-validation details (10-fold Crossvalidation)
Recall
0.7233
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.43
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8614
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3107.134
UserCPU time millis testing
22.669
UserCPU time millis training
3084.465