Run
8862706

Run 8862706

Task 3859 (Supervised Classification) prnn_fglass 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
0.6794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6121
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.0639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4037
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4584
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7582
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9397
Cross-validation details (10-fold Crossvalidation)
Recall
0.6168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8807
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1273
Cross-validation details (10-fold Crossvalidation)