DEVELOPMENT... OpenML
Run
82599

Run 82599

Task 3836 (Supervised Classification) wine 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
0.9849
Per class
Build CPU time
0.0616
Build memory
895177634.6067
F measure
0.9374
Per class
Kappa
0.8683
KB relative information score
139.05
Mean absolute error
0.1157
Mean prior absolute error
0.4798
Number of instances
178
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9417
Per class
Predictive accuracy
0.9382
Prior entropy
0.971
Recall
0.9382
Per class
Relative absolute error
0.2411
Root mean prior squared error
0.4897
Root mean squared error
0.2154
Root relative squared error
0.44
SciMark benchmark
938.8806