Run
8869686

Run 8869686

Task 145979 (Supervised Classification) spambase Uploaded 01-03-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9051
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3392.0242
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1323
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9082
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9063
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2713
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5553
Cross-validation details (10-fold Crossvalidation)