OpenML
7935480

Run 7935480

Task 3485 (Supervised Classification) scene 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)_minsplit16
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket32
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00103321028486491
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
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9327
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7661
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1555.6845
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9344
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.62
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.744
UserCPU time millis testing
0.605
UserCPU time millis training
20.139