Run
8872834

Run 8872834

Task 3019 (Supervised Classification) Australian Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.RandomSubspace(1)A Weka KnowledgeFlow using RandomSubspace.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
0.921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
325.8058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2842
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5753
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3422
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6885
Cross-validation details (10-fold Crossvalidation)