Run
8858669

Run 8858669

Task 23 (Supervised Classification) cmc 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
0.6828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5058
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2327
Cross-validation details (10-fold Crossvalidation)
KB relative information score
351.7225
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3588
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5048
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5078
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5078
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8327
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.458
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9868
Cross-validation details (10-fold Crossvalidation)