DEVELOPMENT... OpenML
Run
186487

Run 186487

Task 4456 (Supervised Classification) fri_c0_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
0.9217
Per class
F measure
0.8382
Per class
Kappa
0.6764
KB relative information score
1595.0013
Mean absolute error
0.3656
Mean prior absolute error
0.4997
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8406
Per class
Predictive accuracy
0.8386
Prior entropy
0.9996
Recall
0.8386
Per class
Relative absolute error
0.7315
Root mean prior squared error
0.4999
Root mean squared error
0.3873
Root relative squared error
0.7748
SciMark benchmark
1072.3689
UserCPU time millis
240
UserCPU time millis testing
20
UserCPU time millis training
220