Run
8869677

Run 8869677

Task 145972 (Supervised Classification) credit-g Uploaded 01-03-2018 by William Raynaut
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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
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
253.1006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3073
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7342
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.747
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.434
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9471
Cross-validation details (10-fold Crossvalidation)