Run
8861047

Run 8861047

Task 3694 (Supervised Classification) fri_c1_100_5 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
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6169
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.638
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2583
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8105
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.81
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.81
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.369
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7417
Cross-validation details (10-fold Crossvalidation)