Run
8861787

Run 8861787

Task 3765 (Supervised Classification) sleuth_case2002 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
0.6509
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6252
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.4517
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
147
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6251
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9974
Cross-validation details (10-fold Crossvalidation)
Recall
0.6259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0118
Cross-validation details (10-fold Crossvalidation)