DEVELOPMENT... OpenML
Run
28592

Run 28592

Task 258 (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)_I40
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
0.9986
Per class
Build CPU time
16.806
Build memory
5506424456
F measure
0.9472
Per class
Kappa
0.9413
KB relative information score
1698.2282
Mean absolute error
0.0265
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
0.9478
Per class
Predictive accuracy
0.9471
Prior entropy
3.3218
Recall
0.9471
Per class
Relative absolute error
0.1472
Root mean prior squared error
0.3
Root mean squared error
0.0935
Root relative squared error
0.3116
SciMark benchmark
895.5698

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