Run
8881192

Run 8881192

Task 145679 (Supervised Classification) thoracic_surgery Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-NaiveBayes.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
0.5516
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0296
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-173.1715
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2781
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
0.783
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.783
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1416
Cross-validation details (10-fold Crossvalidation)