Run
8875827

Run 8875827

Task 3552 (Supervised Classification) analcatdata_creditscore 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
0.9845
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.7646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0483
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3963
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.97
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8479
Cross-validation details (10-fold Crossvalidation)
Recall
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.444
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3636
Cross-validation details (10-fold Crossvalidation)