OpenML
8869595

Run 8869595

Task 145874 (Supervised Classification) thoracic-surgery 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
0.6531
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.781
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0206
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-48.5977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2316
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2546
Cross-validation details (10-fold Crossvalidation)
Number of instances
470
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7543
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9099
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0146
Cross-validation details (10-fold Crossvalidation)