Run
8875850

Run 8875850

Task 3568 (Supervised Classification) analcatdata_cyyoung9302 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
0.8897
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8.9622
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3039
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3314
Cross-validation details (10-fold Crossvalidation)
Number of instances
92
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7467
Cross-validation details (10-fold Crossvalidation)
Recall
0.6739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.917
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4049
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5268
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3011
Cross-validation details (10-fold Crossvalidation)