Run
8881485

Run 8881485

Task 146073 (Supervised Classification) biomed 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
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7297
Cross-validation details (10-fold Crossvalidation)
KB relative information score
143.7735
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1461
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4605
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8824
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8804
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9428
Cross-validation details (10-fold Crossvalidation)
Recall
0.8804
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6694
Cross-validation details (10-fold Crossvalidation)