DEVELOPMENT... OpenML
Run
103994

Run 103994

Task 3021 (Supervised Classification) sick Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
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
0.9966
Per class
Build CPU time
0.8034
Build memory
542092832.3118
F measure
0.9815
Per class
Kappa
0.8323
KB relative information score
2464.4355
Mean absolute error
0.0335
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9816
Per class
Predictive accuracy
0.9822
Prior entropy
0.3333
Recall
0.9822
Per class
Relative absolute error
0.2913
Root mean prior squared error
0.2398
Root mean squared error
0.1116
Root relative squared error
0.4652
SciMark benchmark
938.6628

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