DEVELOPMENT... OpenML
Run
77490

Run 77490

Task 3813 (Supervised Classification) arsenic-female-lung Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I40
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9366
Per class
Build CPU time
1.1919
Build memory
1814553519.6279
F measure
0.9904
Per class
Kappa
0.844
KB relative information score
157.2085
Mean absolute error
0.02
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
0.9911
Per class
Predictive accuracy
0.9911
Prior entropy
0.222
Recall
0.9911
Per class
Relative absolute error
0.2975
Root mean prior squared error
0.1812
Root mean squared error
0.1061
Root relative squared error
0.5853
SciMark benchmark
940.5606