DEVELOPMENT... OpenML
Run
28581

Run 28581

Task 3840 (Supervised Classification) letter 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)_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
0.9983
Per class
Build CPU time
15.6646
Build memory
2133075426.4
F measure
0.996
Per class
Kappa
0.9483
KB relative information score
16325.8277
Mean absolute error
0.0089
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
0.9961
Per class
Predictive accuracy
0.9961
Prior entropy
0.2455
Recall
0.9961
Per class
Relative absolute error
0.114
Root mean prior squared error
0.1975
Root mean squared error
0.0551
Root relative squared error
0.2789
SciMark benchmark
943.4051