Run
8875817

Run 8875817

Task 3545 (Supervised Classification) analcatdata_bondrate Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.6255
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5635
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.3807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2362
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.247
Cross-validation details (10-fold Crossvalidation)
Number of instances
57
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5526
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5789
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.789
Cross-validation details (10-fold Crossvalidation)
Recall
0.5789
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3472
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3519
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0136
Cross-validation details (10-fold Crossvalidation)