Run
8867943

Run 8867943

Task 3571 (Supervised Classification) colleges_aaup Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7904
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6502
Cross-validation details (10-fold Crossvalidation)
KB relative information score
770.4839
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1045
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2982
Cross-validation details (10-fold Crossvalidation)
Number of instances
1161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.795
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4427
Cross-validation details (10-fold Crossvalidation)
Recall
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3859
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3053
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7911
Cross-validation details (10-fold Crossvalidation)