DEVELOPMENT... OpenML
Run
27130

Run 27130

Task 4388 (Supervised Classification) diggle_table_a2 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
0.9962
Per class
Build CPU time
0.0125
Build memory
97464357.6
F measure
0.9965
Per class
Kappa
0.9929
KB relative information score
3067.6596
Mean absolute error
0.0055
Mean prior absolute error
0.4979
Number of instances
3100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9965
Per class
Predictive accuracy
0.9965
Prior entropy
0.997
Recall
0.9965
Per class
Relative absolute error
0.0109
Root mean prior squared error
0.499
Root mean squared error
0.0638
Root relative squared error
0.1279
SciMark benchmark
944.3139