Run
8859448

Run 8859448

Task 3481 (Supervised Classification) isolet 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
0.9979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6551.1838
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0277
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9395
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.939
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0905
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4707
Cross-validation details (10-fold Crossvalidation)