OpenML
7937210

Run 7937210

Task 146606 (Supervised Classification) higgs Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.imputed.dummied.preproc(1)Learner mlr.classif.rpart.imputed.dummied.preproc from package(s) rpart.
mlr.classif.rpart.imputed.dummied.preproc(1)_minsplit2
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket64
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0590458855980509
mlr.classif.rpart.imputed.dummied.preproc(1)_xval0
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rpart.imputed.dummied.preproc(1)_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
0.5953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5650.6632
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4763
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
0.614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6073
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9976
Cross-validation details (10-fold Crossvalidation)
Recall
0.6073
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4881
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9777
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
45.124
UserCPU time millis testing
0.479
UserCPU time millis training
44.645