Run
7933879

Run 7933879

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)_minsplit2
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket8
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00018105793463272
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
0.5575
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5531
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1073
Cross-validation details (10-fold Crossvalidation)
KB relative information score
102.3493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.46
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
0.5539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.92
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5903
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1806
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.915
UserCPU time millis testing
0.463
UserCPU time millis training
4.452