DEVELOPMENT... OpenML
Run
185901

Run 185901

Task 3670 (Supervised Classification) fri_c4_500_50 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
0.9351
Per class
F measure
0.856
Per class
Kappa
0.711
KB relative information score
167.4083
Mean absolute error
0.3579
Mean prior absolute error
0.4984
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.856
Per class
Predictive accuracy
0.856
Prior entropy
0.9978
Recall
0.856
Per class
Relative absolute error
0.718
Root mean prior squared error
0.4992
Root mean squared error
0.3797
Root relative squared error
0.7606
SciMark benchmark
1066.7184
UserCPU time millis
260
UserCPU time millis testing
20
UserCPU time millis training
240