DEVELOPMENT... OpenML
Run
29654

Run 29654

Task 4275 (Supervised Classification) biomed 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
0.9577
Per class
Build CPU time
0.063
Build memory
1728084399.8967
F measure
0.9142
Per class
Kappa
0.8117
KB relative information score
1453.8006
Mean absolute error
0.1503
Mean prior absolute error
0.4605
Number of instances
2090
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9159
Per class
Predictive accuracy
0.9153
Prior entropy
0.9428
Recall
0.9153
Per class
Relative absolute error
0.3264
Root mean prior squared error
0.4797
Root mean squared error
0.2628
Root relative squared error
0.5478
SciMark benchmark
944.9227