DEVELOPMENT... OpenML
Run
31378

Run 31378

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)_I80
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
9.648
Build memory
1150195527.6816
F measure
0.9952
Per class
Kappa
0.974
KB relative information score
100314.5625
Mean absolute error
0.014
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
0.9952
Per class
Predictive accuracy
0.9952
Prior entropy
0.482
Recall
0.9952
Per class
Relative absolute error
0.0748
Root mean prior squared error
0.3054
Root mean squared error
0.0681
Root relative squared error
0.223
SciMark benchmark
908.1066