DEVELOPMENT... OpenML
Run
103879

Run 103879

Task 1773 (Supervised Classification) autos 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
0.9301
Per class
Build CPU time
0.0354
Build memory
145206416.9834
F measure
0.7586
Per class
Kappa
0.6877
KB relative information score
597.8604
Mean absolute error
0.1196
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.758
Per class
Predictive accuracy
0.76
Prior entropy
2.3268
Recall
0.76
Per class
Relative absolute error
0.5414
Root mean prior squared error
0.3318
Root mean squared error
0.2257
Root relative squared error
0.6804
SciMark benchmark
943.7068