Run
8862435

Run 8862435

Task 3829 (Supervised Classification) analcatdata_halloffame 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
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5158
Cross-validation details (10-fold Crossvalidation)
KB relative information score
341.1924
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1697
Cross-validation details (10-fold Crossvalidation)
Number of instances
1340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9396
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4493
Cross-validation details (10-fold Crossvalidation)
Recall
0.9396
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6584
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2908
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2129
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7321
Cross-validation details (10-fold Crossvalidation)