Run
8862546

Run 8862546

Task 3847 (Supervised Classification) analcatdata_draft 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
0.5554
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1212
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-213.6612
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1614
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1614
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4354
Cross-validation details (10-fold Crossvalidation)
Recall
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9998
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2825
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0962
Cross-validation details (10-fold Crossvalidation)