Run
8875268

Run 8875268

Task 145679 (Supervised Classification) thoracic_surgery Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-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
0.6358
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7833
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-63.7823
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.24
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
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.8383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9429
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3621
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.017
Cross-validation details (10-fold Crossvalidation)