Run
6341431

Run 6341431

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)_minsplit22
mlr.classif.rpart(29)_minbucket13
mlr.classif.rpart(29)_cp0.117642105091363
mlr.classif.rpart(29)_maxdepth11
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
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1502.2169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1101
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
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9346
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9346
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2348
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4933
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.5184
UserCPU time millis
1.112
UserCPU time millis testing
0.055
UserCPU time millis training
1.057