Run
8862840

Run 8862840

Task 3875 (Supervised Classification) flags 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
0.7681
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7111
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.2027
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3987
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4588
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7398
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.7371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8692
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9057
Cross-validation details (10-fold Crossvalidation)