Run
8876675

Run 8876675

Task 145840 (Supervised Classification) cnae-9 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
0.9692
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8228
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7948
Cross-validation details (10-fold Crossvalidation)
KB relative information score
858.852
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.05
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1975
Cross-validation details (10-fold Crossvalidation)
Number of instances
1080
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8176
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1699
Cross-validation details (10-fold Crossvalidation)
Recall
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2531
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5433
Cross-validation details (10-fold Crossvalidation)