DEVELOPMENT... OpenML
Run
186387

Run 186387

Task 4361 (Supervised Classification) diabetes_numeric 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
0.656
Per class
F measure
0.6314
Per class
Kappa
0.2321
KB relative information score
69.021
Mean absolute error
0.3994
Mean prior absolute error
0.4791
Number of instances
430
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.633
Per class
Predictive accuracy
0.6302
Prior entropy
0.971
Recall
0.6302
Per class
Relative absolute error
0.8338
Root mean prior squared error
0.4889
Root mean squared error
0.5182
Root relative squared error
1.0597
SciMark benchmark
825.5282
UserCPU time millis
10
UserCPU time millis training
10