Run
8865116

Run 8865116

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8127
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.759
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
848.1134
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2447
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
0.8565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7553
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7553
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5401
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0394
Cross-validation details (10-fold Crossvalidation)