DEVELOPMENT... OpenML
Run
29371

Run 29371

Task 1912 (Supervised Classification) pendigits Uploaded 11-10-2014 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
0.9994
Per class
Build CPU time
13.1394
Build memory
1520316759.0635
F measure
0.9834
Per class
Kappa
0.9815
KB relative information score
106783.4203
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
0.9834
Per class
Predictive accuracy
0.9834
Prior entropy
3.3208
Recall
0.9834
Per class
Relative absolute error
0.0529
Root mean prior squared error
0.3
Root mean squared error
0.0557
Root relative squared error
0.1856
SciMark benchmark
927.127