Run
8884731

Run 8884731

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

weka.kf.AdaBoostM1-IBk5(1)A Weka KnowledgeFlow using AdaBoostM1-IBk5.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
0.5805
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.14
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-114.7881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.239
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
0.7832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8064
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.8064
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1442
Cross-validation details (10-fold Crossvalidation)