OpenML
6355871

Run 6355871

Task 9889 (Supervised Classification) wilt Uploaded 29-08-2017 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)_minsplit21
mlr.classif.rpart(29)_minbucket10
mlr.classif.rpart(29)_cp7.46427103877068e-05
mlr.classif.rpart(29)_maxdepth26
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
0.9593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8106
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3207.0026
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9812
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9812
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1265
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.56
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.6219
UserCPU time millis
0.557
UserCPU time millis testing
0.021
UserCPU time millis training
0.536