Run
7933883

Run 7933883

Task 9971 (Supervised Classification) ilpd 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)_minbucket16
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00161129050733401
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
0.6624
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.208
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.9725
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3604
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6767
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.881
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4566
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0099
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.357
UserCPU time millis testing
0.059
UserCPU time millis training
0.298