Run
8875648

Run 8875648

Task 6 (Supervised Classification) letter 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
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6445
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6347
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13839.6898
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6618
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6488
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.6488
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4324
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7159
Cross-validation details (10-fold Crossvalidation)