Run
9190211

Run 9190211

Task 145867 (Supervised Classification) seeds Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.9742 ± 0.0319
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9243 ± 0.0472
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8857 ± 0.069
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178.1584 ± 1.184
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0836 ± 0.0257
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
210
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9255 ± 0.041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9238 ± 0.046
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9238 ± 0.046
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1881 ± 0.0579
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1991 ± 0.0626
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4223 ± 0.1327
Cross-validation details (10-fold Crossvalidation)