DEVELOPMENT... OpenML
Run
81878

Run 81878

Task 1785 (Supervised Classification) car 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
0.9824
Per class
Build CPU time
0.0648
Build memory
1764215328.8
F measure
0.888
Per class
Kappa
0.7649
KB relative information score
6117.4934
Mean absolute error
0.0798
Mean prior absolute error
0.229
Number of instances
8640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8906
Per class
Predictive accuracy
0.8916
Prior entropy
1.2099
Recall
0.8916
Per class
Relative absolute error
0.3484
Root mean prior squared error
0.3381
Root mean squared error
0.191
Root relative squared error
0.565
SciMark benchmark
947.4258