Run
8864974

Run 8864974

Task 145856 (Supervised Classification) parkinsons Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.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
0.9645
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.9532
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1602
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
0.906
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9077
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8093
Cross-validation details (10-fold Crossvalidation)
Recall
0.9077
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4308
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5965
Cross-validation details (10-fold Crossvalidation)