Run
520473

Run 520473

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

classif.hdrda(4)Learner classif.hdrda from package(s) sparsediscrim.
classif.hdrda(4)_seed1
classif.hdrda(4)_kindMersenne-Twister
classif.hdrda(4)_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
0.6498
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6981
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3191
Cross-validation details (10-fold Crossvalidation)
KB relative information score
647.9976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2895
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
0.6984
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6391
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1306
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.35
UserCPU time millis testing
1.497
UserCPU time millis training
5.853