DEVELOPMENT... OpenML
Run
28604

Run 28604

Task 4610 (Supervised Classification) mc2 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)_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
0.7461
Per class
Build CPU time
0.2403
Build memory
4818356433.9926
F measure
0.7031
Per class
Kappa
0.2997
KB relative information score
322.2161
Mean absolute error
0.3474
Mean prior absolute error
0.4381
Number of instances
1610
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7065
Per class
Predictive accuracy
0.723
Prior entropy
0.9099
Recall
0.723
Per class
Relative absolute error
0.7929
Root mean prior squared error
0.4676
Root mean squared error
0.4297
Root relative squared error
0.9188
SciMark benchmark
897.4673