Run
8861889

Run 8861889

Task 3776 (Supervised Classification) fri_c2_1000_10 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
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
697.3714
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.162
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4872
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9169
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.917
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9815
Cross-validation details (10-fold Crossvalidation)
Recall
0.917
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5092
Cross-validation details (10-fold Crossvalidation)