OpenML
2421440

Run 2421440

Task 3896 (Supervised Classification) ada_agnostic Uploaded 22-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit11
mlr.classif.rpart(29)_minbucket15
mlr.classif.rpart(29)_cp0.0462639955803752
mlr.classif.rpart(29)_maxdepth18
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
0.7956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.45
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1151.1044
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2694
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8066
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8183
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8183
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3677
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8514
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.1629
UserCPU time millis
0.941
UserCPU time millis testing
0.055
UserCPU time millis training
0.886