DEVELOPMENT... OpenML
Run
27165

Run 27165

Task 3882 (Supervised Classification) pendigits Uploaded 08-10-2014 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
0.9979
Per class
Build CPU time
2.5453
Build memory
681837763.1587
F measure
0.9939
Per class
Kappa
0.9675
KB relative information score
10001.2399
Mean absolute error
0.0143
Mean prior absolute error
0.1865
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9939
Per class
Predictive accuracy
0.9939
Prior entropy
0.482
Recall
0.9939
Per class
Relative absolute error
0.0764
Root mean prior squared error
0.3054
Root mean squared error
0.0721
Root relative squared error
0.236
SciMark benchmark
948.7615