DEVELOPMENT... OpenML
Run
83401

Run 83401

Task 3895 (Supervised Classification) gina_prior Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I160
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_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
0.9791
Per class
Build CPU time
232.6626
Build memory
237146888.406
F measure
0.9242
Per class
Kappa
0.8483
KB relative information score
2439.6499
Mean absolute error
0.1661
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9244
Per class
Predictive accuracy
0.9242
Prior entropy
0.9998
Recall
0.9242
Per class
Relative absolute error
0.3323
Root mean prior squared error
0.4999
Root mean squared error
0.2458
Root relative squared error
0.4917
SciMark benchmark
944.9156