DEVELOPMENT... OpenML
Run
104104

Run 104104

Task 3643 (Supervised Classification) sleuth_ex1714 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
0.9315
Per class
Build CPU time
0.0087
Build memory
1342330452.4255
F measure
0.8515
Per class
Kappa
0.6973
KB relative information score
28.5565
Mean absolute error
0.2006
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8527
Per class
Predictive accuracy
0.8511
Prior entropy
0.9852
Recall
0.8511
Per class
Relative absolute error
0.41
Root mean prior squared error
0.4944
Root mean squared error
0.3183
Root relative squared error
0.6438
SciMark benchmark
942.4411