DEVELOPMENT... OpenML
Run
97231

Run 97231

Task 3783 (Supervised Classification) fri_c2_500_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
0.9485
Per class
Build CPU time
0.1239
Build memory
684372478.4
F measure
0.8849
Per class
Kappa
0.7606
KB relative information score
325.4222
Mean absolute error
0.1821
Mean prior absolute error
0.4839
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
0.8871
Per class
Predictive accuracy
0.886
Prior entropy
0.9767
Recall
0.886
Per class
Relative absolute error
0.3763
Root mean prior squared error
0.4918
Root mean squared error
0.2919
Root relative squared error
0.5936
SciMark benchmark
930.1524