DEVELOPMENT... OpenML
Run
30711

Run 30711

Task 3683 (Supervised Classification) diggle_table_a2 Uploaded 13-10-2014 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)_I80
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
0.9966
Per class
Build CPU time
0.0492
Build memory
113648804.8
F measure
0.9968
Per class
Kappa
0.9935
KB relative information score
307.1617
Mean absolute error
0.0048
Mean prior absolute error
0.4979
Number of instances
310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9968
Per class
Predictive accuracy
0.9968
Prior entropy
0.997
Recall
0.9968
Per class
Relative absolute error
0.0096
Root mean prior squared error
0.499
Root mean squared error
0.0601
Root relative squared error
0.1204
SciMark benchmark
923.485