DEVELOPMENT... OpenML
Run
79481

Run 79481

Task 3587 (Supervised Classification) pwLinear Uploaded 01-12-2014 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)_I40
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
0.9391
Per class
Build CPU time
0.0269
Build memory
1314117019.2
F measure
0.88
Per class
Kappa
0.7596
KB relative information score
126.485
Mean absolute error
0.2001
Mean prior absolute error
0.4996
Number of instances
200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8801
Per class
Predictive accuracy
0.88
Prior entropy
0.9994
Recall
0.88
Per class
Relative absolute error
0.4006
Root mean prior squared error
0.4998
Root mean squared error
0.3001
Root relative squared error
0.6005
SciMark benchmark
941.0866