DEVELOPMENT... OpenML
Run
80372

Run 80372

Task 3599 (Supervised Classification) machine_cpu Uploaded 02-12-2014 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)_I10
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
0.9691
Per class
Build CPU time
0.0045
Build memory
54030569.4545
F measure
0.9516
Per class
Kappa
0.8752
KB relative information score
167.1231
Mean absolute error
0.078
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
0.9519
Per class
Predictive accuracy
0.9522
Prior entropy
0.8417
Recall
0.9522
Per class
Relative absolute error
0.1983
Root mean prior squared error
0.4429
Root mean squared error
0.2023
Root relative squared error
0.4567
SciMark benchmark
947.4258