Run
7936510

Run 7936510

Task 9978 (Supervised Classification) ozone-level-8hr 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)_minsplit32
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket32
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00181326706408986
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
0.7451
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-780.3631
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1038
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9309
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8747
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9733
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.332
UserCPU time millis testing
0.153
UserCPU time millis training
3.179