Run
8875855

Run 8875855

Task 3571 (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
0.8979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7674
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
727.0909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1174
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
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.77
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4427
Cross-validation details (10-fold Crossvalidation)
Recall
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3937
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3859
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3248
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8416
Cross-validation details (10-fold Crossvalidation)