Run
8862791

Run 8862791

Task 3870 (Supervised Classification) bridges 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
0.8391
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4585
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.3702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4135
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4845
Cross-validation details (10-fold Crossvalidation)
Number of instances
107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7491
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7477
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.7477
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8535
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4921
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8744
Cross-validation details (10-fold Crossvalidation)