Run
8869597

Run 8869597

Task 145879 (Supervised Classification) heart-long-beach 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
0.6123
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3229
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1184
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.0634
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2908
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.317
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.335
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.335
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.99
Cross-validation details (10-fold Crossvalidation)