Run
7933357

Run 7933357

Task 3917 (Supervised Classification) kc1 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)_minbucket2
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0148318639027688
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
0.6991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.8393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8144
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8473
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8473
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8506
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9448
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.895
UserCPU time millis testing
0.069
UserCPU time millis training
0.826