DEVELOPMENT... OpenML
Run
79311

Run 79311

Task 3800 (Supervised Classification) fri_c3_500_50 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)_I80
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
0.8909
Per class
Build CPU time
0.3146
Build memory
1052060538.4
F measure
0.8271
Per class
Kappa
0.6473
KB relative information score
140.2287
Mean absolute error
0.3768
Mean prior absolute error
0.4918
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8279
Per class
Predictive accuracy
0.828
Prior entropy
0.9882
Recall
0.828
Per class
Relative absolute error
0.7661
Root mean prior squared error
0.4959
Root mean squared error
0.4012
Root relative squared error
0.809
SciMark benchmark
941.0866

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