DEVELOPMENT... OpenML
Run
28518

Run 28518

Task 4598 (Supervised Classification) sylva_prior Uploaded 09-10-2014 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
0.9975
Per class
Build CPU time
68.7371
Build memory
1414349298.2029
F measure
0.9936
Per class
Kappa
0.9446
KB relative information score
128449.5355
Mean absolute error
0.01
Mean prior absolute error
0.1156
Number of instances
143950
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9936
Per class
Predictive accuracy
0.9936
Prior entropy
0.3338
Recall
0.9936
Per class
Relative absolute error
0.0863
Root mean prior squared error
0.2403
Root mean squared error
0.0706
Root relative squared error
0.2937
SciMark benchmark
894.6388