DEVELOPMENT... OpenML
Run
29546

Run 29546

Task 4509 (Supervised Classification) lowbwt Uploaded 12-10-2014 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)_I40
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
0.8734
Per class
Build CPU time
0.0309
Build memory
74221228.8042
F measure
0.8257
Per class
Kappa
0.6536
KB relative information score
1068.2375
Mean absolute error
0.2271
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
0.8466
Per class
Predictive accuracy
0.8291
Prior entropy
0.9984
Recall
0.8291
Per class
Relative absolute error
0.4552
Root mean prior squared error
0.4994
Root mean squared error
0.3485
Root relative squared error
0.6977
SciMark benchmark
942.8512