DEVELOPMENT... OpenML
Run
97229

Run 97229

Task 3781 (Supervised Classification) fri_c4_250_50 Uploaded 08-12-2014 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)_I10
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
0.8713
Per class
Build CPU time
0.0677
Build memory
1038647320.8
F measure
0.7988
Per class
Kappa
0.5943
KB relative information score
103.9258
Mean absolute error
0.308
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8013
Per class
Predictive accuracy
0.8
Prior entropy
0.9955
Recall
0.8
Per class
Relative absolute error
0.62
Root mean prior squared error
0.4984
Root mean squared error
0.3802
Root relative squared error
0.7628
SciMark benchmark
934.4754