OpenML
7934226

Run 7934226

Task 9976 (Supervised Classification) madelon 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)_minsplit32
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket64
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000370916685149022
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
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.765
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.53
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1045.9431
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3144
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.765
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.765
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8175
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.648
UserCPU time millis testing
0.875
UserCPU time millis training
19.773