DEVELOPMENT... OpenML
Run
79383

Run 79383

Task 237 (Supervised Classification) audiology Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I80
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9242
Per class
Build CPU time
0.113
Build memory
106413032
F measure
0.6379
Per class
Kappa
0.6436
KB relative information score
41.736
Mean absolute error
0.0407
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
0.6161
Per class
Predictive accuracy
0.6892
Prior entropy
3.6349
Recall
0.6892
Per class
Relative absolute error
0.5527
Root mean prior squared error
0.1925
Root mean squared error
0.1362
Root relative squared error
0.7076
SciMark benchmark
946.5543