DEVELOPMENT... OpenML
Run
82877

Run 82877

Task 3640 (Supervised Classification) disclosure_x_bias Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I160
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
0.5307
Per class
Build CPU time
0.3377
Build memory
1980766479.4683
F measure
0.5223
Per class
Kappa
0.0426
KB relative information score
10.2975
Mean absolute error
0.4928
Mean prior absolute error
0.4991
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5222
Per class
Predictive accuracy
0.5227
Prior entropy
0.9987
Recall
0.5227
Per class
Relative absolute error
0.9874
Root mean prior squared error
0.4996
Root mean squared error
0.51
Root relative squared error
1.0209
SciMark benchmark
938.5838