Run
8876321

Run 8876321

Task 3861 (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
0.6856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6113
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1992
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.5168
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4177
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
57
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6101
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.614
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9831
Cross-validation details (10-fold Crossvalidation)
Recall
0.614
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8559
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4937
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.487
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9865
Cross-validation details (10-fold Crossvalidation)