Run
8869726

Run 8869726

Task 146192 (Supervised Classification) car-evaluation 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
0.9915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1508.731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9421
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1397
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1469
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4344
Cross-validation details (10-fold Crossvalidation)