Run
8859699

Run 8859699

Task 3564 (Supervised Classification) analcatdata_germangss 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
0.5375
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.08
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33.0711
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3762
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.19
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.19
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4957
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1447
Cross-validation details (10-fold Crossvalidation)
Total cost