DEVELOPMENT... OpenML
Run
104249

Run 104249

Task 3808 (Supervised Classification) kidney 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
0.8691
Per class
Build CPU time
0.0234
Build memory
157811943.3684
F measure
0.7755
Per class
Kappa
0.5495
KB relative information score
34.1234
Mean absolute error
0.2865
Mean prior absolute error
0.4987
Number of instances
76
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7771
Per class
Predictive accuracy
0.7763
Prior entropy
0.9981
Recall
0.7763
Per class
Relative absolute error
0.5746
Root mean prior squared error
0.4993
Root mean squared error
0.3801
Root relative squared error
0.7613
SciMark benchmark
937.1859