DEVELOPMENT... OpenML
Run
80680

Run 80680

Task 3813 (Supervised Classification) arsenic-female-lung Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I10
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.8902
Per class
Build CPU time
0.0059
Build memory
2654509799.9571
F measure
0.9853
Per class
Kappa
0.7704
KB relative information score
197.1096
Mean absolute error
0.0202
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
0.9851
Per class
Predictive accuracy
0.9857
Prior entropy
0.222
Recall
0.9857
Per class
Relative absolute error
0.3007
Root mean prior squared error
0.1812
Root mean squared error
0.1173
Root relative squared error
0.6473
SciMark benchmark
949.2096