DEVELOPMENT... OpenML
Run
79358

Run 79358

Task 1768 (Supervised Classification) labor 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
0.9326
Per class
Build CPU time
0.0142
Build memory
1187826968.4211
F measure
0.8521
Per class
Kappa
0.6698
KB relative information score
135.1913
Mean absolute error
0.256
Mean prior absolute error
0.457
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8569
Per class
Predictive accuracy
0.8561
Prior entropy
0.9393
Recall
0.8561
Per class
Relative absolute error
0.5601
Root mean prior squared error
0.4773
Root mean squared error
0.3311
Root relative squared error
0.6938
SciMark benchmark
931.0999