Run
2040429

Run 2040429

Task 36 (Supervised Classification) segment Uploaded 11-04-2017 by Arlind Kadra
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Flow

weka.DecisionTable(3)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable(3)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.DecisionTable(3)_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
0.9868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8832
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8606
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1665.1797
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0966
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8805
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.8805
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3946
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.521
Cross-validation details (10-fold Crossvalidation)