Run
8866162

Run 8866162

Task 146057 (Supervised Classification) meta_ensembles.arff Uploaded 28-02-2018 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
0.7083
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6359
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3381
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.2452
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2382
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2904
Cross-validation details (10-fold Crossvalidation)
Number of instances
74
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6622
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5899
Cross-validation details (10-fold Crossvalidation)
Recall
0.6622
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8203
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3782
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9364
Cross-validation details (10-fold Crossvalidation)