Run
520506

Run 520506

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

classif.xyf(4)Learner classif.xyf from package(s) kohonen.
classif.xyf(4)_seed1
classif.xyf(4)_kindMersenne-Twister
classif.xyf(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
0.5712
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1489
Cross-validation details (10-fold Crossvalidation)
KB relative information score
293.7695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3689
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
0.6159
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6311
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6311
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8142
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2762
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.186
UserCPU time millis testing
0.101
UserCPU time millis training
6.085