DEVELOPMENT... OpenML
Run
31544

Run 31544

Task 262 (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
0.9997
Per class
Build CPU time
35.435
Build memory
50931280
F measure
0.9788
Per class
Kappa
0.9764
KB relative information score
3500.9594
Mean absolute error
0.0116
Mean prior absolute error
0.18
Number of instances
3627
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9789
Per class
Predictive accuracy
0.9788
Prior entropy
3.3208
Recall
0.9788
Per class
Relative absolute error
0.0645
Root mean prior squared error
0.3
Root mean squared error
0.0609
Root relative squared error
0.2029
SciMark benchmark
943.2771