Run
8862290

Run 8862290

Task 3813 (Supervised Classification) arsenic-female-lung 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
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7936
Cross-validation details (10-fold Crossvalidation)
KB relative information score
228.5585
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0179
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0672
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.222
Cross-validation details (10-fold Crossvalidation)
Recall
0.9875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.267
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1812
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1067
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5886
Cross-validation details (10-fold Crossvalidation)