DEVELOPMENT... OpenML
Run
26769

Run 26769

Task 6 (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
0.997
Per class
Build CPU time
24.9546
Build memory
431730683.2
F measure
0.9338
Per class
Kappa
0.9311
KB relative information score
18422.685
Mean absolute error
0.012
Mean prior absolute error
0.074
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
0.9341
Per class
Predictive accuracy
0.9338
Prior entropy
4.6998
Recall
0.9338
Per class
Relative absolute error
0.1623
Root mean prior squared error
0.1923
Root mean squared error
0.0669
Root relative squared error
0.3479
SciMark benchmark
951.1546