Run
8860888

Run 8860888

Task 3675 (Supervised Classification) pbc 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
0.7772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.329
Cross-validation details (10-fold Crossvalidation)
KB relative information score
104.0468
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3822
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.495
Cross-validation details (10-fold Crossvalidation)
Number of instances
418
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9928
Cross-validation details (10-fold Crossvalidation)
Recall
0.6722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.438
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8804
Cross-validation details (10-fold Crossvalidation)