DEVELOPMENT... OpenML
Run
104327

Run 104327

Task 3799 (Supervised Classification) fri_c3_500_10 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
0.9662
Per class
Build CPU time
0.2065
Build memory
35096267.2
F measure
0.9059
Per class
Kappa
0.8101
KB relative information score
321.1308
Mean absolute error
0.196
Mean prior absolute error
0.4961
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9061
Per class
Predictive accuracy
0.906
Prior entropy
0.9945
Recall
0.906
Per class
Relative absolute error
0.395
Root mean prior squared error
0.4981
Root mean squared error
0.2769
Root relative squared error
0.5559
SciMark benchmark
941.6217