DEVELOPMENT... OpenML
Run
29712

Run 29712

Task 4548 (Supervised Classification) optdigits Uploaded 12-10-2014 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)_I40
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
0.9943
Per class
Build CPU time
11.934
Build memory
511277513.76
F measure
0.9866
Per class
Kappa
0.9252
KB relative information score
46876.7651
Mean absolute error
0.0272
Mean prior absolute error
0.183
Number of instances
56200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9868
Per class
Predictive accuracy
0.9869
Prior entropy
0.4751
Recall
0.9869
Per class
Relative absolute error
0.1484
Root mean prior squared error
0.3024
Root mean squared error
0.1035
Root relative squared error
0.3423
SciMark benchmark
916.8685