DEVELOPMENT... OpenML
Run
69861

Run 69861

Task 258 (Supervised Classification) optdigits 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)_I80
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
0.7842
Per class
Build CPU time
3.515
Build memory
198167240
F measure
0.2557
Per class
Kappa
0.2372
KB relative information score
569.4371
Mean absolute error
0.1492
Mean prior absolute error
0.18
Number of instances
1854
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.2647
Per class
Predictive accuracy
0.3123
Prior entropy
3.3218
Recall
0.3123
Per class
Relative absolute error
0.8288
Root mean prior squared error
0.3
Root mean squared error
0.2836
Root relative squared error
0.9455
SciMark benchmark
785.9104