Run
8859671

Run 8859671

Task 3568 (Supervised Classification) analcatdata_cyyoung9302 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
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8273
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4489
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.3264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2428
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3314
Cross-validation details (10-fold Crossvalidation)
Number of instances
92
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8245
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7467
Cross-validation details (10-fold Crossvalidation)
Recall
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7327
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4049
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3392
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8378
Cross-validation details (10-fold Crossvalidation)