Run
520498

Run 520498

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

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1785
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-975.9309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.6533
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
0.1202
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3467
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.3467
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8083
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.6983
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.217
UserCPU time millis testing
0.213
UserCPU time millis training
5.004