DEVELOPMENT... OpenML
Run
72139

Run 72139

Task 283 (Supervised Classification) vehicle Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I20
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.7804
Per class
Build CPU time
0.055
Build memory
1288627728
F measure
0.5221
Per class
Kappa
0.376
KB relative information score
119.932
Mean absolute error
0.2453
Mean prior absolute error
0.3748
Number of instances
279
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.5265
Per class
Predictive accuracy
0.5305
Prior entropy
1.9991
Recall
0.5305
Per class
Relative absolute error
0.6544
Root mean prior squared error
0.4328
Root mean squared error
0.4065
Root relative squared error
0.9393
SciMark benchmark
785.9104