DEVELOPMENT... OpenML
Run
103813

Run 103813

Task 55 (Supervised Classification) vote 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
0.9928
Per class
Build CPU time
0.0739
Build memory
482093511.9448
F measure
0.9655
Per class
Kappa
0.9272
KB relative information score
376.8379
Mean absolute error
0.0697
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9655
Per class
Predictive accuracy
0.9655
Prior entropy
0.9627
Recall
0.9655
Per class
Relative absolute error
0.1471
Root mean prior squared error
0.4869
Root mean squared error
0.1732
Root relative squared error
0.3558
SciMark benchmark
912.1058