DEVELOPMENT... OpenML
Run
81465

Run 81465

Task 3618 (Supervised Classification) puma32H 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)_I40
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
0.9623
Per class
Build CPU time
8.4177
Build memory
1346746718.3652
F measure
0.8832
Per class
Kappa
0.7664
KB relative information score
5718.5147
Mean absolute error
0.1595
Mean prior absolute error
0.5
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8834
Per class
Predictive accuracy
0.8832
Prior entropy
1
Recall
0.8832
Per class
Relative absolute error
0.3191
Root mean prior squared error
0.5
Root mean squared error
0.2803
Root relative squared error
0.5606
SciMark benchmark
943.4766