DEVELOPMENT... OpenML
Run
82249

Run 82249

Task 3689 (Supervised Classification) fri_c1_500_10 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
0.955
Per class
Build CPU time
0.204
Build memory
442575316
F measure
0.8819
Per class
Kappa
0.7613
KB relative information score
322.6968
Mean absolute error
0.1895
Mean prior absolute error
0.4954
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8819
Per class
Predictive accuracy
0.882
Prior entropy
0.9934
Recall
0.882
Per class
Relative absolute error
0.3824
Root mean prior squared error
0.4977
Root mean squared error
0.2905
Root relative squared error
0.5837
SciMark benchmark
939.8999