DEVELOPMENT... OpenML
Run
186028

Run 186028

Task 3806 (Supervised Classification) fri_c0_500_10 Uploaded 25-02-2015 by Felicia West
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_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.

22 Evaluation measures

Area under ROC curve
0.9419
Per class
F measure
0.8658
Per class
Kappa
0.7312
KB relative information score
279.0845
Mean absolute error
0.2395
Mean prior absolute error
0.4994
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8665
Per class
Predictive accuracy
0.866
Prior entropy
0.9991
Recall
0.866
Per class
Relative absolute error
0.4796
Root mean prior squared error
0.4997
Root mean squared error
0.3161
Root relative squared error
0.6325
SciMark benchmark
1331.6907
UserCPU time millis
130
UserCPU time millis testing
10
UserCPU time millis training
120