Run
8863190

Run 8863190

Task 3915 (Supervised Classification) kc3 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
0.8362
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8703
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-95.7213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1405
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8582
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8189
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2746
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9414
Cross-validation details (10-fold Crossvalidation)