DEVELOPMENT... OpenML
Run
103848

Run 103848

Task 257 (Supervised Classification) colic 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
0.854
Per class
Build CPU time
0.17
Build memory
1008553680
F measure
0.7995
Per class
Kappa
0.5951
KB relative information score
53.8572
Mean absolute error
0.3068
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8047
Per class
Predictive accuracy
0.8017
Prior entropy
0.9509
Recall
0.8017
Per class
Relative absolute error
0.6285
Root mean prior squared error
0.505
Root mean squared error
0.3859
Root relative squared error
0.7641
SciMark benchmark
943.1817