DEVELOPMENT... OpenML
Run
31657

Run 31657

Task 3602 (Supervised Classification) visualizing_environmental 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
0.7206
Per class
Build CPU time
0.1433
Build memory
20794176.2162
F measure
0.6838
Per class
Kappa
0.3727
KB relative information score
26.5297
Mean absolute error
0.3925
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
0.6919
Per class
Predictive accuracy
0.6847
Prior entropy
0.9986
Recall
0.6847
Per class
Relative absolute error
0.7865
Root mean prior squared error
0.4995
Root mean squared error
0.4607
Root relative squared error
0.9223
SciMark benchmark
944.0952