DEVELOPMENT... OpenML
Run
78654

Run 78654

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I160
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.73
Per class
Build CPU time
0.0337
Build memory
136421863.2072
F measure
0.7209
Per class
Kappa
0.4417
KB relative information score
30.8028
Mean absolute error
0.3727
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
0.722
Per class
Predictive accuracy
0.7207
Prior entropy
0.9986
Recall
0.7207
Per class
Relative absolute error
0.7469
Root mean prior squared error
0.4995
Root mean squared error
0.4656
Root relative squared error
0.9321
SciMark benchmark
917.0936