DEVELOPMENT... OpenML
Run
26681

Run 26681

Task 3840 (Supervised Classification) letter 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
0.9977
Per class
Build CPU time
7.2521
Build memory
127590971.2
F measure
0.9959
Per class
Kappa
0.947
KB relative information score
16130.856
Mean absolute error
0.0088
Mean prior absolute error
0.078
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.996
Per class
Predictive accuracy
0.996
Prior entropy
0.2455
Recall
0.996
Per class
Relative absolute error
0.1128
Root mean prior squared error
0.1975
Root mean squared error
0.0565
Root relative squared error
0.2863
SciMark benchmark
920.3151