Run
6340760

Run 6340760

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 28-08-2017 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)_minsplit42
mlr.classif.rpart(29)_minbucket48
mlr.classif.rpart(29)_cp0.103403832996264
mlr.classif.rpart(29)_maxdepth12
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
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9147
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1676.2279
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0672
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9644
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9603
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1875
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.394
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1326.4971
UserCPU time millis
0.985
UserCPU time millis testing
0.056
UserCPU time millis training
0.929