Run
8876966

Run 8876966

Task 146802 (Supervised Classification) collins 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
0.9949
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9507
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9497
Cross-validation details (10-fold Crossvalidation)
KB relative information score
949.4475
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0636
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9536
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6642
Cross-validation details (10-fold Crossvalidation)
Recall
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1783
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0529
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2965
Cross-validation details (10-fold Crossvalidation)