Run
182816

Run 182816

Task 259 (Supervised Classification) credit-approval Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.REPTree(9)Weka implementation of REPTree
weka.REPTree(9)_M2
weka.REPTree(9)_V0.001
weka.REPTree(9)_N3
weka.REPTree(9)_S1
weka.REPTree(9)_L-1
weka.REPTree(9)_I0.0

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
0.8704
Per class
Cross-validation details (33% Holdout set)
F measure
0.8676
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7367
Cross-validation details (33% Holdout set)
KB relative information score
129.2644
Cross-validation details (33% Holdout set)
Mean absolute error
0.2391
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, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.876
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8678
Cross-validation details (33% Holdout set)
Prior entropy
0.9913
Cross-validation details (33% Holdout set)
Recall
0.8678
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4803
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5008
Cross-validation details (33% Holdout set)
Root mean squared error
0.3354
Cross-validation details (33% Holdout set)
Root relative squared error
0.6697
Cross-validation details (33% Holdout set)
SciMark benchmark
1335.4072