Run
8875914

Run 8875914

Task 3614 (Supervised Classification) analcatdata_wildcat 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
0.8017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3877
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.082
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2808
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4115
Cross-validation details (10-fold Crossvalidation)
Number of instances
163
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7492
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8699
Cross-validation details (10-fold Crossvalidation)
Recall
0.7423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6823
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.453
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4417
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.975
Cross-validation details (10-fold Crossvalidation)