Run
8862579

Run 8862579

Task 3842 (Supervised Classification) waveform-5000 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
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7444
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2783.0662
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2105
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10-fold Crossvalidation)
Recall
0.8882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2925
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6182
Cross-validation details (10-fold Crossvalidation)