Run
8867084

Run 8867084

Task 3588 (Supervised Classification) pol Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.7652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2844.0233
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3448
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.6549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7727
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5838
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2359
Cross-validation details (10-fold Crossvalidation)