DEVELOPMENT... OpenML
Run
31326

Run 31326

Task 3813 (Supervised Classification) arsenic-female-lung 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)_I80
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
0.8153
Per class
Build CPU time
0.0642
Build memory
1748497729.5886
F measure
0.9493
Per class
KB relative information score
137.5816
Mean absolute error
0.0583
Mean prior absolute error
0.0672
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9332
Per class
Predictive accuracy
0.966
Prior entropy
0.222
Recall
0.966
Per class
Relative absolute error
0.8678
Root mean prior squared error
0.1812
Root mean squared error
0.1651
Root relative squared error
0.9113
SciMark benchmark
935.0111