Run
8862965

Run 8862965

Task 3887 (Supervised Classification) analcatdata_germangss 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
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7399
Cross-validation details (10-fold Crossvalidation)
KB relative information score
236.3419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1412
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3495
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9104
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9125
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7716
Cross-validation details (10-fold Crossvalidation)
Recall
0.9125
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.404
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4176
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2529
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6057
Cross-validation details (10-fold Crossvalidation)