DEVELOPMENT... OpenML
Run
79023

Run 79023

Task 3599 (Supervised Classification) machine_cpu 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
0.9735
Per class
Build CPU time
0.0349
Build memory
3184278215.8469
F measure
0.933
Per class
Kappa
0.8292
KB relative information score
160.0737
Mean absolute error
0.0905
Mean prior absolute error
0.3933
Number of instances
209
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.933
Per class
Predictive accuracy
0.933
Prior entropy
0.8417
Recall
0.933
Per class
Relative absolute error
0.2301
Root mean prior squared error
0.4429
Root mean squared error
0.2156
Root relative squared error
0.4868
SciMark benchmark
917.2088