Run
96562

Run 96562

Task 259 (Supervised Classification) credit-approval Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I10
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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.

21 Evaluation measures

Area under ROC curve
0.92
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.02
Cross-validation details (33% Holdout set)
Build memory
157759408
Cross-validation details (33% Holdout set)
F measure
0.8591
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7178
Cross-validation details (33% Holdout set)
KB relative information score
140.7628
Cross-validation details (33% Holdout set)
Mean absolute error
0.2057
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8592
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
0.4132
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5008
Cross-validation details (33% Holdout set)
Root mean squared error
0.3248
Cross-validation details (33% Holdout set)
Root relative squared error
0.6484
Cross-validation details (33% Holdout set)
SciMark benchmark
920.6941