DEVELOPMENT... OpenML
Run
96875

Run 96875

Task 3640 (Supervised Classification) disclosure_x_bias Uploaded 08-12-2014 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)_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
0.5201
Per class
Build CPU time
0.0181
Build memory
625487145.5106
F measure
0.5134
Per class
Kappa
0.0247
KB relative information score
6.5593
Mean absolute error
0.4951
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
0.5132
Per class
Predictive accuracy
0.5136
Prior entropy
0.9987
Recall
0.5136
Per class
Relative absolute error
0.992
Root mean prior squared error
0.4996
Root mean squared error
0.5212
Root relative squared error
1.0433
SciMark benchmark
945.1122