Run
7934014

Run 7934014

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)_minsplit16
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket1
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00751068686352582
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
0.7404
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2423
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-300.8221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0977
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
0.911
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9203
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0739
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.424
UserCPU time millis testing
0.147
UserCPU time millis training
3.277