Run
2324823

Run 2324823

Task 3891 (Supervised Classification) gina_agnostic Uploaded 22-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.rpart(31)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(31)_minsplit25
mlr.classif.rpart(31)_minbucket14
mlr.classif.rpart(31)_cp0.272402204340324
mlr.classif.rpart(31)_maxdepth19
mlr.classif.rpart(31)_xval0
mlr.classif.rpart(31)_openml.seed1
mlr.classif.rpart(31)_openml.kindMersenne-Twister
mlr.classif.rpart(31)_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
0.7194
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7333
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4724
Cross-validation details (10-fold Crossvalidation)
KB relative information score
950.3372
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3822
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7496
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7373
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7373
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7646
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8747
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1742.2015
UserCPU time millis
6.646
UserCPU time millis testing
1.054
UserCPU time millis training
5.592