DEVELOPMENT... OpenML
Run
29040

Run 29040

Task 3646 (Supervised Classification) rabe_265 Uploaded 10-10-2014 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
0.7159
Per class
Build CPU time
0.0152
Build memory
1077760235.7647
F measure
0.7377
Per class
Kappa
0.4543
KB relative information score
11.7691
Mean absolute error
0.3837
Mean prior absolute error
0.485
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7458
Per class
Predictive accuracy
0.7451
Prior entropy
0.9791
Recall
0.7451
Per class
Relative absolute error
0.7911
Root mean prior squared error
0.4922
Root mean squared error
0.4616
Root relative squared error
0.9378
SciMark benchmark
930.2061