DEVELOPMENT... OpenML
Run
79365

Run 79365

Task 3561 (Supervised Classification) profb 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
0.5524
Per class
Build CPU time
0.1301
Build memory
1088449864.9524
F measure
0.5646
Per class
Kappa
-0.0026
KB relative information score
-6.8871
Mean absolute error
0.4377
Mean prior absolute error
0.4446
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5539
Per class
Predictive accuracy
0.622
Prior entropy
0.9188
Recall
0.622
Per class
Relative absolute error
0.9845
Root mean prior squared error
0.4714
Root mean squared error
0.4845
Root relative squared error
1.0277
SciMark benchmark
929.0404