DEVELOPMENT... OpenML
Run
32741

Run 32741

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)_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
0.7858
Per class
Build CPU time
0.1274
Build memory
314041620.3363
F measure
0.9493
Per class
KB relative information score
147.2013
Mean absolute error
0.0572
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
0.8514
Root mean prior squared error
0.1812
Root mean squared error
0.1622
Root relative squared error
0.8949
SciMark benchmark
927.7382