Run
8864823

Run 8864823

Task 145840 (Supervised Classification) cnae-9 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8205
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7885
Cross-validation details (10-fold Crossvalidation)
KB relative information score
308.3568
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1756
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
0.8748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.812
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1699
Cross-validation details (10-fold Crossvalidation)
Recall
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8892
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2863
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9111
Cross-validation details (10-fold Crossvalidation)