DEVELOPMENT... OpenML
Run
97017

Run 97017

Task 3679 (Supervised Classification) chscase_vine2 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
0.9287
Per class
Build CPU time
0.0096
Build memory
728619530.2564
F measure
0.8443
Per class
Kappa
0.6872
KB relative information score
281.6086
Mean absolute error
0.2077
Mean prior absolute error
0.4956
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8464
Per class
Predictive accuracy
0.844
Prior entropy
0.9937
Recall
0.844
Per class
Relative absolute error
0.419
Root mean prior squared error
0.4978
Root mean squared error
0.3312
Root relative squared error
0.6653
SciMark benchmark
933.0871