DEVELOPMENT... OpenML
Run
103788

Run 103788

Task 21 (Supervised Classification) car 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
0.9942
Per class
Build CPU time
0.112
Build memory
659788959.713
F measure
0.955
Per class
Kappa
0.9026
KB relative information score
1295.6528
Mean absolute error
0.0769
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.956
Per class
Predictive accuracy
0.9549
Prior entropy
1.2099
Recall
0.9549
Per class
Relative absolute error
0.336
Root mean prior squared error
0.3381
Root mean squared error
0.1605
Root relative squared error
0.4747
SciMark benchmark
943.1817