Run
459702

Run 459702

Task 259 (Supervised Classification) credit-approval Uploaded 03-07-2015 by Joaquin Vanschoren
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_M1.0

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.

22 Evaluation measures

Area under ROC curve
0.9295
Per class
Cross-validation details (33% Holdout set)
F measure
0.8588
Per class
Cross-validation details (33% Holdout set)
Kappa
0.717
Cross-validation details (33% Holdout set)
KB relative information score
155.3752
Cross-validation details (33% Holdout set)
Mean absolute error
0.1668
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4978
Cross-validation details (33% Holdout set)
Number of instances
227
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.8597
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.859
Cross-validation details (33% Holdout set)
Prior entropy
0.9913
Cross-validation details (33% Holdout set)
Recall
0.859
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.335
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5008
Cross-validation details (33% Holdout set)
Root mean squared error
0.3174
Cross-validation details (33% Holdout set)
Root relative squared error
0.6338
Cross-validation details (33% Holdout set)
SciMark benchmark
974.2014