DEVELOPMENT... OpenML
Run
33788

Run 33788

Task 1908 (Supervised Classification) optdigits Uploaded 16-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9996
Per class
Build CPU time
978.0755
Build memory
297634544.4
F measure
0.9786
Per class
Kappa
0.9762
KB relative information score
52552.761
Mean absolute error
0.0226
Mean prior absolute error
0.18
Number of instances
56200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9786
Per class
Predictive accuracy
0.9786
Prior entropy
3.3218
Recall
0.9786
Per class
Relative absolute error
0.1258
Root mean prior squared error
0.3
Root mean squared error
0.0737
Root relative squared error
0.2456
SciMark benchmark
899.3724