Run
8876384

Run 8876384

Task 3898 (Supervised Classification) kc1-top5 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
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9276
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-14.1103
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0826
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1096
Cross-validation details (10-fold Crossvalidation)
Number of instances
145
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9172
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3323
Cross-validation details (10-fold Crossvalidation)
Recall
0.9172
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2284
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2871
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2569
Cross-validation details (10-fold Crossvalidation)