DEVELOPMENT... OpenML
Run
27652

Run 27652

Task 1912 (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
0.9992
Per class
Build CPU time
6.2324
Build memory
1351283041.2789
F measure
0.9826
Per class
Kappa
0.9806
KB relative information score
106754.1768
Mean absolute error
0.0095
Mean prior absolute error
0.18
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
0.9826
Per class
Predictive accuracy
0.9826
Prior entropy
3.3208
Recall
0.9826
Per class
Relative absolute error
0.0528
Root mean prior squared error
0.3
Root mean squared error
0.0568
Root relative squared error
0.1894
SciMark benchmark
948.3643