Run
7937202

Run 7937202

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)_minsplit128
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket8
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000551000354936505
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
0.7362
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6893
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20262.409
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4096
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
0.6895
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6891
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9976
Cross-validation details (10-fold Crossvalidation)
Recall
0.6891
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9108
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
58.338
UserCPU time millis testing
0.697
UserCPU time millis training
57.641