DEVELOPMENT... OpenML
Run
33068

Run 33068

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 14-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.7054
Per class
Build CPU time
0.2771
Build memory
157353561.6577
F measure
0.6667
Per class
Kappa
0.3347
KB relative information score
25.2326
Mean absolute error
0.3974
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
0.6694
Per class
Predictive accuracy
0.6667
Prior entropy
0.9986
Recall
0.6667
Per class
Relative absolute error
0.7963
Root mean prior squared error
0.4995
Root mean squared error
0.4614
Root relative squared error
0.9237
SciMark benchmark
937.4189