Run
520499

Run 520499

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9964
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.992
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1924.5985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0036
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
0.9964
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9964
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9964
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.008
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1262
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
88.687
UserCPU time millis testing
7.838
UserCPU time millis training
80.849