DEVELOPMENT... OpenML
Run
103948

Run 103948

Task 2125 (Supervised Classification) eucalyptus 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
0.848
Per class
Build CPU time
0.171
Build memory
71999176
F measure
0.5381
Per class
Kappa
0.4078
KB relative information score
100.1044
Mean absolute error
0.2151
Mean prior absolute error
0.3134
Number of instances
242
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5494
Per class
Predictive accuracy
0.5413
Prior entropy
2.2629
Recall
0.5413
Per class
Relative absolute error
0.6863
Root mean prior squared error
0.3959
Root mean squared error
0.3369
Root relative squared error
0.8508
SciMark benchmark
918.4301