DEVELOPMENT... OpenML
Run
28749

Run 28749

Task 3602 (Supervised Classification) visualizing_environmental 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
0.7092
Per class
Build CPU time
0.0149
Build memory
1787086144.1441
F measure
0.7173
Per class
Kappa
0.4471
KB relative information score
26.0922
Mean absolute error
0.3946
Mean prior absolute error
0.499
Number of instances
111
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7413
Per class
Predictive accuracy
0.7207
Prior entropy
0.9986
Recall
0.7207
Per class
Relative absolute error
0.7908
Root mean prior squared error
0.4995
Root mean squared error
0.4619
Root relative squared error
0.9247
SciMark benchmark
940.7203