Run
8875698

Run 8875698

Task 40 (Supervised Classification) glass 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
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3293
Cross-validation details (10-fold Crossvalidation)
KB relative information score
86.1308
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1554
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4843
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4953
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.4953
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7346
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0356
Cross-validation details (10-fold Crossvalidation)