DEVELOPMENT... OpenML
Run
186009

Run 186009

Task 3781 (Supervised Classification) fri_c4_250_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
0.8744
Per class
F measure
0.8116
Per class
Kappa
0.6204
KB relative information score
68.145
Mean absolute error
0.3832
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8119
Per class
Predictive accuracy
0.812
Prior entropy
0.9955
Recall
0.812
Per class
Relative absolute error
0.7712
Root mean prior squared error
0.4984
Root mean squared error
0.407
Root relative squared error
0.8166
SciMark benchmark
1361.1055
UserCPU time millis
130
UserCPU time millis training
130