DEVELOPMENT... OpenML
Run
78993

Run 78993

Task 3848 (Supervised Classification) squash-unstored 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
0.8973
Per class
Build CPU time
0.0129
Build memory
2619512498.1539
F measure
0.7887
Per class
Kappa
0.5757
KB relative information score
15.9068
Mean absolute error
0.3683
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7895
Per class
Predictive accuracy
0.7885
Prior entropy
0.996
Recall
0.7885
Per class
Relative absolute error
0.7409
Root mean prior squared error
0.4985
Root mean squared error
0.3945
Root relative squared error
0.7913
SciMark benchmark
941.3608