DEVELOPMENT... OpenML
Run
31848

Run 31848

Task 3882 (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
0.998
Per class
Build CPU time
20.1922
Build memory
85641550.0932
F measure
0.9948
Per class
Kappa
0.9722
KB relative information score
10007.3346
Mean absolute error
0.0142
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
0.9948
Per class
Predictive accuracy
0.9948
Prior entropy
0.482
Recall
0.9948
Per class
Relative absolute error
0.0764
Root mean prior squared error
0.3054
Root mean squared error
0.07
Root relative squared error
0.2294
SciMark benchmark
945.1328