Run
7808318

Run 7808318

Task 145854 (Supervised Classification) nomao Uploaded 09-09-2017 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)_minsplit11
mlr.classif.rpart(29)_minbucket13
mlr.classif.rpart(29)_cp0.261402389965951
mlr.classif.rpart(29)_maxdepth28
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
0.8348
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6497
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15466.9428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8532
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7591
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.1323
UserCPU time millis
10.382
UserCPU time millis testing
0.57
UserCPU time millis training
9.812