Run
7915360

Run 7915360

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit17
mlr.classif.rpart(29)_minbucket37
mlr.classif.rpart(29)_cp0.00184472277760506
mlr.classif.rpart(29)_maxdepth17
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_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.

21 Evaluation measures

Area under ROC curve
0.7453
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9156
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1627
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-776.9942
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1035
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
0.9083
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8729
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9692
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.3551
UserCPU time millis
3.075
UserCPU time millis testing
0.164
UserCPU time millis training
2.911