OpenML
7936893

Run 7936893

Task 125920 (Supervised Classification) dresses-sales 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)_cp0.00284725874282939
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
0.5758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.3309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4663
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4873
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5796
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.588
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9816
Cross-validation details (10-fold Crossvalidation)
Recall
0.588
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4983
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0096
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.986
UserCPU time millis testing
1.015
UserCPU time millis training
1.971