DEVELOPMENT... OpenML
Run
28479

Run 28479

Task 3060 (Supervised Classification) squash-stored 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)_I20
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
0.8718
Per class
Build CPU time
0.009
Build memory
2036124808
F measure
0.7639
Per class
Kappa
0.6069
KB relative information score
8.1773
Mean absolute error
0.2487
Mean prior absolute error
0.4164
Number of instances
17
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7882
Per class
Predictive accuracy
0.7647
Prior entropy
1.4782
Recall
0.7647
Per class
Relative absolute error
0.5973
Root mean prior squared error
0.4569
Root mean squared error
0.3689
Root relative squared error
0.8073
SciMark benchmark
943.2824