DEVELOPMENT... OpenML
Run
79744

Run 79744

Task 3670 (Supervised Classification) fri_c4_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)_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
0.903
Per class
Build CPU time
0.1856
Build memory
2001957469.6
F measure
0.8201
Per class
Kappa
0.6395
KB relative information score
155.7324
Mean absolute error
0.3665
Mean prior absolute error
0.4984
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
0.8207
Per class
Predictive accuracy
0.82
Prior entropy
0.9978
Recall
0.82
Per class
Relative absolute error
0.7353
Root mean prior squared error
0.4992
Root mean squared error
0.3923
Root relative squared error
0.7858
SciMark benchmark
941.0866