DEVELOPMENT... OpenML
Run
80771

Run 80771

Task 1787 (Supervised Classification) cmc 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
0.6691
Per class
Build CPU time
0.0309
Build memory
2306553918.9323
F measure
0.5028
Per class
Kappa
0.2292
KB relative information score
1737.0755
Mean absolute error
0.3612
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5011
Per class
Predictive accuracy
0.5056
Prior entropy
1.5392
Recall
0.5056
Per class
Relative absolute error
0.8384
Root mean prior squared error
0.4641
Root mean squared error
0.4679
Root relative squared error
1.0082
SciMark benchmark
949.2096