Run
1665752

Run 1665752

Task 3022 (Supervised Classification) vowel Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.DecisionTable(1)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.DecisionTable(1)_X1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5797
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.54
Cross-validation details (10-fold Crossvalidation)
KB relative information score
324.855
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1392
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1653
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6093
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.5818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8735
Cross-validation details (10-fold Crossvalidation)