Run
8859929

Run 8859929

Task 3552 (Supervised Classification) analcatdata_creditscore Uploaded 27-02-2018 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
0.8831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6057
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.6597
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2206
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3963
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8461
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8479
Cross-validation details (10-fold Crossvalidation)
Recall
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5566
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.444
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7762
Cross-validation details (10-fold Crossvalidation)