Run
8875564

Run 8875564

Task 3842 (Supervised Classification) waveform-5000 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-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
0.8911
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6844
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3262.7003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1491
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8618
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10-fold Crossvalidation)
Recall
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3331
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7571
Cross-validation details (10-fold Crossvalidation)