DEVELOPMENT... OpenML
Run
28114

Run 28114

Task 4548 (Supervised Classification) optdigits Uploaded 09-10-2014 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)_I20
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
0.9926
Per class
Build CPU time
5.7598
Build memory
634964427.28
F measure
0.9862
Per class
Kappa
0.9228
KB relative information score
46657.0138
Mean absolute error
0.0271
Mean prior absolute error
0.183
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
0.9863
Per class
Predictive accuracy
0.9864
Prior entropy
0.4751
Recall
0.9864
Per class
Relative absolute error
0.1483
Root mean prior squared error
0.3024
Root mean squared error
0.1052
Root relative squared error
0.3479
SciMark benchmark
942.5993