DEVELOPMENT... OpenML
Run
104345

Run 104345

Task 3913 (Supervised Classification) kc2 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
0.8075
Per class
Build CPU time
0.2257
Build memory
1014350385.4713
F measure
0.8239
Per class
Kappa
0.4358
KB relative information score
126.6814
Mean absolute error
0.2206
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8206
Per class
Predictive accuracy
0.8333
Prior entropy
0.734
Recall
0.8333
Per class
Relative absolute error
0.6755
Root mean prior squared error
0.4037
Root mean squared error
0.3482
Root relative squared error
0.8625
SciMark benchmark
942.4411