DEVELOPMENT... OpenML
Run
186091

Run 186091

Task 3862 (Supervised Classification) audiology Uploaded 25-02-2015 by Felicia West
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_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.

22 Evaluation measures

Area under ROC curve
0.9965
Per class
F measure
0.9683
Per class
Kappa
0.9144
KB relative information score
165.8622
Mean absolute error
0.1147
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9703
Per class
Predictive accuracy
0.969
Prior entropy
0.8182
Recall
0.969
Per class
Relative absolute error
0.3033
Root mean prior squared error
0.4343
Root mean squared error
0.1808
Root relative squared error
0.4163
SciMark benchmark
1280.6952
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40