DEVELOPMENT... OpenML
Run
185686

Run 185686

Task 3011 (Supervised Classification) hypothyroid 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
0.9991
Per class
F measure
0.9947
Per class
Kappa
0.9658
KB relative information score
3087.793
Mean absolute error
0.0141
Mean prior absolute error
0.0729
Number of instances
3772
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9946
Per class
Predictive accuracy
0.995
Prior entropy
0.4715
Recall
0.995
Per class
Relative absolute error
0.194
Root mean prior squared error
0.1904
Root mean squared error
0.0614
Root relative squared error
0.3225
SciMark benchmark
1327.8711
UserCPU time millis
930
UserCPU time millis testing
170
UserCPU time millis training
760