Run
8881113

Run 8881113

Task 9951 (Supervised Classification) parkinsons 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
0.7868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7183
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3933
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-22.6073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3969
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3724
Cross-validation details (10-fold Crossvalidation)
Number of instances
195
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8245
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8093
Cross-validation details (10-fold Crossvalidation)
Recall
0.6974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4308
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0669
Cross-validation details (10-fold Crossvalidation)