Run
8865362

Run 8865362

Task 145915 (Supervised Classification) autoUniv-au6-400 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.5569
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2027
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0395
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.0798
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1971
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2075
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1793
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.7777
Cross-validation details (10-fold Crossvalidation)
Recall
0.2475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9495
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.322
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3383
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0508
Cross-validation details (10-fold Crossvalidation)