DEVELOPMENT... OpenML
Run
32367

Run 32367

Task 4509 (Supervised Classification) lowbwt Uploaded 13-10-2014 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
0.8737
Per class
Build CPU time
0.1011
Build memory
796240742.0571
F measure
0.8269
Per class
Kappa
0.6565
KB relative information score
1072.8814
Mean absolute error
0.2262
Mean prior absolute error
0.4989
Number of instances
1890
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8511
Per class
Predictive accuracy
0.8307
Prior entropy
0.9984
Recall
0.8307
Per class
Relative absolute error
0.4534
Root mean prior squared error
0.4994
Root mean squared error
0.3461
Root relative squared error
0.693
SciMark benchmark
945.936