DEVELOPMENT... OpenML
Run
80745

Run 80745

Task 3060 (Supervised Classification) squash-stored 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
0.6371
Per class
Build CPU time
0.002
Build memory
1172122416
F measure
0.4223
Per class
Kappa
0.0838
KB relative information score
3.0832
Mean absolute error
0.3702
Mean prior absolute error
0.4164
Number of instances
17
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3832
Per class
Predictive accuracy
0.4706
Prior entropy
1.4782
Recall
0.4706
Per class
Relative absolute error
0.889
Root mean prior squared error
0.4569
Root mean squared error
0.4632
Root relative squared error
1.0137
SciMark benchmark
919.2952