DEVELOPMENT... OpenML
Run
186454

Run 186454

Task 4425 (Supervised Classification) fri_c4_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
0.9597
Per class
F measure
0.8939
Per class
Kappa
0.7852
KB relative information score
3000.8351
Mean absolute error
0.2156
Mean prior absolute error
0.4946
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8939
Per class
Predictive accuracy
0.894
Prior entropy
0.9922
Recall
0.894
Per class
Relative absolute error
0.4358
Root mean prior squared error
0.4973
Root mean squared error
0.2942
Root relative squared error
0.5917
SciMark benchmark
1072.3689
UserCPU time millis
130
UserCPU time millis testing
10
UserCPU time millis training
120