DEVELOPMENT... OpenML
Run
29934

Run 29934

Task 237 (Supervised Classification) audiology 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)_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
0.9078
Per class
Build CPU time
0.152
Build memory
88468432
F measure
0.6628
Per class
Kappa
0.676
KB relative information score
47.9279
Mean absolute error
0.03
Mean prior absolute error
0.0736
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6326
Per class
Predictive accuracy
0.7162
Prior entropy
3.6349
Recall
0.7162
Per class
Relative absolute error
0.4081
Root mean prior squared error
0.1925
Root mean squared error
0.1361
Root relative squared error
0.7067
SciMark benchmark
945.5113