DEVELOPMENT... OpenML
Run
81493

Run 81493

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)_I40
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
0.5171
Per class
Build CPU time
0.0987
Build memory
2260714112.4471
F measure
0.5179
Per class
Kappa
0.0337
KB relative information score
5.2367
Mean absolute error
0.4961
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
0.5177
Per class
Predictive accuracy
0.5181
Prior entropy
0.9987
Recall
0.5181
Per class
Relative absolute error
0.994
Root mean prior squared error
0.4996
Root mean squared error
0.5151
Root relative squared error
1.0312
SciMark benchmark
949.2096