DEVELOPMENT... OpenML
Run
72587

Run 72587

Task 3719 (Supervised Classification) fishcatch 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
0.9567
Per class
Build CPU time
0.0067
Build memory
379755428.4557
F measure
0.9435
Per class
Kappa
0.884
KB relative information score
136.0949
Mean absolute error
0.0671
Mean prior absolute error
0.4797
Number of instances
158
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9502
Per class
Predictive accuracy
0.943
Prior entropy
0.971
Recall
0.943
Per class
Relative absolute error
0.1398
Root mean prior squared error
0.4896
Root mean squared error
0.2305
Root relative squared error
0.4708
SciMark benchmark
785.9104