DEVELOPMENT... OpenML
Run
186021

Run 186021

Task 3789 (Supervised Classification) fri_c0_500_25 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
0.9268
Per class
F measure
0.8415
Per class
Kappa
0.6833
KB relative information score
193.355
Mean absolute error
0.3306
Mean prior absolute error
0.4998
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8446
Per class
Predictive accuracy
0.842
Prior entropy
0.9997
Recall
0.842
Per class
Relative absolute error
0.6615
Root mean prior squared error
0.4999
Root mean squared error
0.366
Root relative squared error
0.7322
SciMark benchmark
1315.0767
UserCPU time millis
230
UserCPU time millis testing
10
UserCPU time millis training
220