DEVELOPMENT... OpenML
Run
72420

Run 72420

Task 3658 (Supervised Classification) fri_c3_250_10 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
0.8918
Per class
Build CPU time
0.0204
Build memory
540932668.8
F measure
0.8515
Per class
Kappa
0.7007
KB relative information score
154.5569
Mean absolute error
0.198
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8524
Per class
Predictive accuracy
0.852
Prior entropy
0.9955
Recall
0.852
Per class
Relative absolute error
0.3985
Root mean prior squared error
0.4984
Root mean squared error
0.3541
Root relative squared error
0.7105
SciMark benchmark
785.9104