Run
8883725

Run 8883725

Task 145679 (Supervised Classification) thoracic_surgery Uploaded 12-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-J48(1)A Weka KnowledgeFlow using AdaBoostM1-J48.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
0.6122
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8.273
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2038
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
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4316
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2122
Cross-validation details (10-fold Crossvalidation)