Run
8869870

Run 8869870

Task 146817 (Supervised Classification) steel-plates-fault Uploaded 02-03-2018 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(47)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(47)_xval0
mlr.classif.rpart(47)_openml.seed1
mlr.classif.rpart(47)_openml.kindMersenne-Twister
mlr.classif.rpart(47)_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.

20 Evaluation measures

Area under ROC curve
0.7867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5956
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1223.4886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.088
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2223
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6996
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6919
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4138
Cross-validation details (10-fold Crossvalidation)
Recall
0.6919
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.89
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.33
UserCPU time millis testing
0.02
UserCPU time millis training
0.31