Run
8876135

Run 8876135

Task 3760 (Supervised Classification) colleges_aaup 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
0.9839
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9258
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
932.6166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0773
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4199
Cross-validation details (10-fold Crossvalidation)
Number of instances
1161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9242
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8814
Cross-validation details (10-fold Crossvalidation)
Recall
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4581
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.563
Cross-validation details (10-fold Crossvalidation)