Run
8875960

Run 8875960

Task 3649 (Supervised Classification) newton_hema 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
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7403
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4857
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.9909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3383
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
140
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6767
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8018
Cross-validation details (10-fold Crossvalidation)