Run
520478

Run 520478

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

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.9974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9954
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1931.4991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0021
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
0.9979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9979
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9979
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0045
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0454
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0954
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.99
UserCPU time millis testing
0.145
UserCPU time millis training
2.845