Run
8876956

Run 8876956

Task 146235 (Supervised Classification) analcatdata_happiness 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
0.7292
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.35
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.0602
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3416
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.5667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4301
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9123
Cross-validation details (10-fold Crossvalidation)