DEVELOPMENT... OpenML
Run
72015

Run 72015

Task 3599 (Supervised Classification) machine_cpu 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
0.9444
Per class
Build CPU time
0.0069
Build memory
797604720.1148
F measure
0.8953
Per class
Kappa
0.7347
KB relative information score
140.9975
Mean absolute error
0.1211
Mean prior absolute error
0.3933
Number of instances
209
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8961
Per class
Predictive accuracy
0.8947
Prior entropy
0.8417
Recall
0.8947
Per class
Relative absolute error
0.3078
Root mean prior squared error
0.4429
Root mean squared error
0.2753
Root relative squared error
0.6217
SciMark benchmark
785.9104