DEVELOPMENT... OpenML
Run
78511

Run 78511

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

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I160
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9274
Per class
Build CPU time
13.143
Build memory
1363302776
F measure
0.6044
Per class
Kappa
0.6247
KB relative information score
39.138
Mean absolute error
0.0446
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
0.5618
Per class
Predictive accuracy
0.6757
Prior entropy
3.6349
Recall
0.6757
Per class
Relative absolute error
0.6055
Root mean prior squared error
0.1925
Root mean squared error
0.141
Root relative squared error
0.7324
SciMark benchmark
939.6893