DEVELOPMENT... OpenML
Run
82154

Run 82154

Task 3643 (Supervised Classification) sleuth_ex1714 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)_I80
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
0.9315
Per class
Build CPU time
0.021
Build memory
126209874.5532
F measure
0.8096
Per class
Kappa
0.6158
KB relative information score
25.4105
Mean absolute error
0.235
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8172
Per class
Predictive accuracy
0.8085
Prior entropy
0.9852
Recall
0.8085
Per class
Relative absolute error
0.4802
Root mean prior squared error
0.4944
Root mean squared error
0.3378
Root relative squared error
0.6831
SciMark benchmark
947.903