Run
8862887

Run 8862887

Task 3878 (Supervised Classification) confidence 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
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8611
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.46
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.9764
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1632
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2838
Cross-validation details (10-fold Crossvalidation)
Number of instances
72
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6705
Cross-validation details (10-fold Crossvalidation)
Recall
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5751
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7873
Cross-validation details (10-fold Crossvalidation)