Run
8867898

Run 8867898

Task 3491 (Supervised Classification) hayes-roth Uploaded 01-03-2018 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
0.9491
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6863
Cross-validation details (10-fold Crossvalidation)
KB relative information score
117.6867
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0919
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.287
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.586
Cross-validation details (10-fold Crossvalidation)