Run
8861338

Run 8861338

Task 3721 (Supervised Classification) bolts 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
0.8214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7006
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.454
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.125
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4571
Cross-validation details (10-fold Crossvalidation)
Number of instances
40
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2734
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3536
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7412
Cross-validation details (10-fold Crossvalidation)