DEVELOPMENT... OpenML
Run
185882

Run 185882

Task 3656 (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
0.6471
Per class
F measure
0.6527
Per class
Kappa
0.2777
KB relative information score
7.3644
Mean absolute error
0.3956
Mean prior absolute error
0.4791
Number of instances
43
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.655
Per class
Predictive accuracy
0.6512
Prior entropy
0.971
Recall
0.6512
Per class
Relative absolute error
0.8257
Root mean prior squared error
0.4889
Root mean squared error
0.5167
Root relative squared error
1.0569
SciMark benchmark
1066.7184