Run
8862066

Run 8862066

Task 3793 (Supervised Classification) colleges_usnews Uploaded 27-02-2018 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
0.8048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7192
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4504
Cross-validation details (10-fold Crossvalidation)
KB relative information score
553.102
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2885
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
1302
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7425
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9977
Cross-validation details (10-fold Crossvalidation)
Recall
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5788
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9555
Cross-validation details (10-fold Crossvalidation)