Run
6340759

Run 6340759

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)_minsplit45
mlr.classif.rpart(29)_minbucket26
mlr.classif.rpart(29)_cp0.143242242513224
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
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7242
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1195.1853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1801
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
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3974
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3011
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6328
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1317.4011
UserCPU time millis
0.98
UserCPU time millis testing
0.049
UserCPU time millis training
0.931