Run
8859736

Run 8859736

Task 3571 (Supervised Classification) colleges_aaup Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.8966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5691
Cross-validation details (10-fold Crossvalidation)
KB relative information score
686.0576
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1343
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
0.752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.733
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4427
Cross-validation details (10-fold Crossvalidation)
Recall
0.733
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4503
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3859
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3401
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8812
Cross-validation details (10-fold Crossvalidation)