DEVELOPMENT... OpenML
Run
30088

Run 30088

Task 258 (Supervised Classification) optdigits Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9984
Per class
Build CPU time
26.97
Build memory
227893632
F measure
0.9444
Per class
Kappa
0.9383
KB relative information score
1696.2337
Mean absolute error
0.0264
Mean prior absolute error
0.18
Number of instances
1854
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9449
Per class
Predictive accuracy
0.9444
Prior entropy
3.3218
Recall
0.9444
Per class
Relative absolute error
0.1468
Root mean prior squared error
0.3
Root mean squared error
0.094
Root relative squared error
0.3133
SciMark benchmark
921.7039