OpenML
1891079

Run 1891079

Task 9977 (Supervised Classification) nomao Uploaded 01-04-2017 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)_minsplit16
mlr.classif.rpart(31)_minbucket26
mlr.classif.rpart(31)_cp0.0107214716263115
mlr.classif.rpart(31)_maxdepth10
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
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8038
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24002.1567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1318
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
0.9226
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9229
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9229
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.323
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2574
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5698
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.3986
UserCPU time millis
8.961
UserCPU time millis testing
0.321
UserCPU time millis training
8.64