DEVELOPMENT... OpenML
Run
32896

Run 32896

Task 4345 (Supervised Classification) disclosure_x_bias Uploaded 14-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I160
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.5361
Per class
Build CPU time
0.2574
Build memory
180490248.864
F measure
0.5397
Per class
Kappa
0.0798
KB relative information score
70.5835
Mean absolute error
0.4951
Mean prior absolute error
0.4991
Number of instances
6620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5416
Per class
Predictive accuracy
0.5435
Prior entropy
0.9987
Recall
0.5435
Per class
Relative absolute error
0.992
Root mean prior squared error
0.4996
Root mean squared error
0.5005
Root relative squared error
1.0019
SciMark benchmark
946.123