DEVELOPMENT... OpenML
Run
83129

Run 83129

Task 3753 (Supervised Classification) cloud 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)_I160
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
0.9194
Per class
Build CPU time
0.0684
Build memory
167251510
F measure
0.7592
Per class
Kappa
0.3965
KB relative information score
33.7749
Mean absolute error
0.3006
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7894
Per class
Predictive accuracy
0.787
Prior entropy
0.8813
Recall
0.787
Per class
Relative absolute error
0.7181
Root mean prior squared error
0.4566
Root mean squared error
0.359
Root relative squared error
0.7861
SciMark benchmark
938.8806