DEVELOPMENT... OpenML
Run
104048

Run 104048

Task 3561 (Supervised Classification) profb 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
0.5421
Per class
Build CPU time
0.1231
Build memory
448899728.3333
F measure
0.5612
Per class
Kappa
-0.013
KB relative information score
-11.5406
Mean absolute error
0.4397
Mean prior absolute error
0.4446
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.548
Per class
Predictive accuracy
0.6131
Prior entropy
0.9188
Recall
0.6131
Per class
Relative absolute error
0.989
Root mean prior squared error
0.4714
Root mean squared error
0.4864
Root relative squared error
1.0319
SciMark benchmark
932.1837