DEVELOPMENT... OpenML
Run
32825

Run 32825

Task 4587 (Supervised Classification) pendigits 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)_I160
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
0.9982
Per class
Build CPU time
20.7939
Build memory
2410885844.3555
F measure
0.9953
Per class
Kappa
0.9747
KB relative information score
100356.0479
Mean absolute error
0.0139
Mean prior absolute error
0.1865
Number of instances
109920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9953
Per class
Predictive accuracy
0.9953
Prior entropy
0.482
Recall
0.9953
Per class
Relative absolute error
0.0747
Root mean prior squared error
0.3054
Root mean squared error
0.0677
Root relative squared error
0.2216
SciMark benchmark
946.9613