Run
1665775

Run 1665775

Task 3896 (Supervised Classification) ada_agnostic Uploaded 20-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8282
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1625.7043
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2325
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8301
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8382
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8382
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6229
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7818
Cross-validation details (10-fold Crossvalidation)