DEVELOPMENT... OpenML
Run
26924

Run 26924

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 08-10-2014 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)_I20
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
0.703
Per class
Build CPU time
0.0097
Build memory
622501799.5676
F measure
0.7269
Per class
Kappa
0.4645
KB relative information score
24.9523
Mean absolute error
0.3998
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
0.7482
Per class
Predictive accuracy
0.7297
Prior entropy
0.9986
Recall
0.7297
Per class
Relative absolute error
0.8012
Root mean prior squared error
0.4995
Root mean squared error
0.4658
Root relative squared error
0.9325
SciMark benchmark
947.2026