DEVELOPMENT... OpenML
Run
82145

Run 82145

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)_I80
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
0.5246
Per class
Build CPU time
0.2377
Build memory
226299447.1057
F measure
0.5373
Per class
Kappa
0.0724
KB relative information score
8.4653
Mean absolute error
0.4941
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
0.5371
Per class
Predictive accuracy
0.5378
Prior entropy
0.9987
Recall
0.5378
Per class
Relative absolute error
0.99
Root mean prior squared error
0.4996
Root mean squared error
0.5123
Root relative squared error
1.0255
SciMark benchmark
939.8999