OpenML
7936873

Run 7936873

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)_minsplit8
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket4
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.020560599182165
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
0.5368
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16.7787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4739
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
0.57
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9816
Cross-validation details (10-fold Crossvalidation)
Recall
0.586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9725
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5106
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0346
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.629
UserCPU time millis testing
1.297
UserCPU time millis training
2.332