Run
520497

Run 520497

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

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(5)_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
0.9943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9948
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9886
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1917.698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0052
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
0.9948
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9948
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9948
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1508
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.733
UserCPU time millis testing
0.524
UserCPU time millis training
11.209