Run
7933886

Run 7933886

Task 9970 (Supervised Classification) hill-valley 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)_minbucket1
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000716855190998287
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
0.5466
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.0398
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.477
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.551
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5503
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5503
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5564
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1127
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.816
UserCPU time millis testing
0.196
UserCPU time millis training
4.62