DEVELOPMENT... OpenML
Run
32375

Run 32375

Task 4598 (Supervised Classification) sylva_prior 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)_I80
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
0.9985
Per class
Build CPU time
281.1933
Build memory
1381930079.4911
F measure
0.9937
Per class
Kappa
0.9453
KB relative information score
128790.5186
Mean absolute error
0.0099
Mean prior absolute error
0.1156
Number of instances
143950
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9937
Per class
Predictive accuracy
0.9936
Prior entropy
0.3338
Recall
0.9936
Per class
Relative absolute error
0.086
Root mean prior squared error
0.2403
Root mean squared error
0.0695
Root relative squared error
0.2892
SciMark benchmark
946.2301