DEVELOPMENT... OpenML
Run
103874

Run 103874

Task 1768 (Supervised Classification) labor 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
0.9339
Per class
Build CPU time
0.0166
Build memory
151251935.3825
F measure
0.8325
Per class
Kappa
0.625
KB relative information score
135.0707
Mean absolute error
0.2556
Mean prior absolute error
0.457
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8405
Per class
Predictive accuracy
0.8386
Prior entropy
0.9393
Recall
0.8386
Per class
Relative absolute error
0.5593
Root mean prior squared error
0.4773
Root mean squared error
0.3313
Root relative squared error
0.6942
SciMark benchmark
937.1859