DEVELOPMENT... OpenML
Run
27882

Run 27882

Task 4509 (Supervised Classification) lowbwt Uploaded 09-10-2014 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)_I20
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
0.8727
Per class
Build CPU time
0.0162
Build memory
1249832725.9217
F measure
0.8213
Per class
Kappa
0.6442
KB relative information score
1071.8656
Mean absolute error
0.2258
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
0.8386
Per class
Predictive accuracy
0.8243
Prior entropy
0.9984
Recall
0.8243
Per class
Relative absolute error
0.4527
Root mean prior squared error
0.4994
Root mean squared error
0.3491
Root relative squared error
0.6991
SciMark benchmark
939.6677