DEVELOPMENT... OpenML
Run
30916

Run 30916

Task 1912 (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
0.9995
Per class
Build CPU time
31.0227
Build memory
897898016.3369
F measure
0.9841
Per class
Kappa
0.9823
KB relative information score
106808.3134
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
0.9841
Per class
Predictive accuracy
0.9841
Prior entropy
3.3208
Recall
0.9841
Per class
Relative absolute error
0.0529
Root mean prior squared error
0.3
Root mean squared error
0.0549
Root relative squared error
0.1831
SciMark benchmark
820.2241