DEVELOPMENT... OpenML
Run
79461

Run 79461

Task 3837 (Supervised Classification) hayes-roth 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
0.9062
Per class
Build CPU time
0.033
Build memory
196621149.697
F measure
0.7951
Per class
Kappa
0.5671
KB relative information score
69.2057
Mean absolute error
0.2225
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7948
Per class
Predictive accuracy
0.7955
Prior entropy
0.9635
Recall
0.7955
Per class
Relative absolute error
0.4688
Root mean prior squared error
0.4869
Root mean squared error
0.3635
Root relative squared error
0.7466
SciMark benchmark
946.5543