DEVELOPMENT... OpenML
Run
58160

Run 58160

Task 237 (Supervised Classification) audiology Uploaded 14-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I40
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9254
Per class
Build CPU time
68.996
Build memory
64628360
F measure
0.6937
Per class
Kappa
0.707
KB relative information score
49.3595
Mean absolute error
0.028
Mean prior absolute error
0.0736
Number of instances
74
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6732
Per class
Predictive accuracy
0.7432
Prior entropy
3.6349
Recall
0.7432
Per class
Relative absolute error
0.3799
Root mean prior squared error
0.1925
Root mean squared error
0.133
Root relative squared error
0.6906
SciMark benchmark
825.4705