DEVELOPMENT... OpenML
Run
104256

Run 104256

Task 3813 (Supervised Classification) arsenic-female-lung Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
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
0.8869
Per class
Build CPU time
0.0476
Build memory
788653652.9231
F measure
0.987
Per class
Kappa
0.7936
KB relative information score
228.5585
Mean absolute error
0.0179
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
0.9869
Per class
Predictive accuracy
0.9875
Prior entropy
0.222
Recall
0.9875
Per class
Relative absolute error
0.267
Root mean prior squared error
0.1812
Root mean squared error
0.1067
Root relative squared error
0.5886
SciMark benchmark
875.7999