DEVELOPMENT... OpenML
Run
32053

Run 32053

Task 3665 (Supervised Classification) pyrim Uploaded 13-10-2014 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)_I160
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
0.919
Per class
Build CPU time
0.1351
Build memory
266360651.6757
F measure
0.8378
Per class
Kappa
0.6669
KB relative information score
45.577
Mean absolute error
0.1935
Mean prior absolute error
0.4872
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8378
Per class
Predictive accuracy
0.8378
Prior entropy
0.9819
Recall
0.8378
Per class
Relative absolute error
0.3972
Root mean prior squared error
0.4934
Root mean squared error
0.3252
Root relative squared error
0.659
SciMark benchmark
935.8912