DEVELOPMENT... OpenML
Run
70939

Run 70939

Task 1817 (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)_I40
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
0.7657
Per class
Build CPU time
0.0678
Build memory
1042982976
F measure
0.5044
Per class
Kappa
0.3573
KB relative information score
1717.5562
Mean absolute error
0.2556
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.5041
Per class
Predictive accuracy
0.5173
Prior entropy
1.9991
Recall
0.5173
Per class
Relative absolute error
0.6819
Root mean prior squared error
0.4329
Root mean squared error
0.4119
Root relative squared error
0.9514
SciMark benchmark
785.9104