DEVELOPMENT... OpenML
Run
71492

Run 71492

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.8966
Per class
Build CPU time
0.0082
Build memory
1033738991.9394
F measure
0.8766
Per class
Kappa
0.7247
KB relative information score
98.2109
Mean absolute error
0.1106
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8785
Per class
Predictive accuracy
0.8788
Prior entropy
0.9347
Recall
0.8788
Per class
Relative absolute error
0.2432
Root mean prior squared error
0.4765
Root mean squared error
0.3062
Root relative squared error
0.6427
SciMark benchmark
785.9104