Run
8858723

Run 8858723

Task 31 (Supervised Classification) credit-g 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
0.768
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7437
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.8669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3434
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.765
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.765
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8174
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8974
Cross-validation details (10-fold Crossvalidation)