Run
8876601

Run 8876601

Task 10109 (Supervised Classification) Engine1 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
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
224.5151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2966
Cross-validation details (10-fold Crossvalidation)
Number of instances
383
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8704
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.859
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9551
Cross-validation details (10-fold Crossvalidation)
Recall
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3861
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3844
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2449
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6371
Cross-validation details (10-fold Crossvalidation)