DEVELOPMENT... OpenML
Run
186541

Run 186541

Task 4505 (Supervised Classification) fri_c3_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
0.9061
Per class
F measure
0.8337
Per class
Kappa
0.6604
KB relative information score
1469.0903
Mean absolute error
0.371
Mean prior absolute error
0.4918
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8373
Per class
Predictive accuracy
0.8354
Prior entropy
0.9882
Recall
0.8354
Per class
Relative absolute error
0.7543
Root mean prior squared error
0.4959
Root mean squared error
0.3947
Root relative squared error
0.7959
SciMark benchmark
1319.6463
UserCPU time millis
250
UserCPU time millis testing
10
UserCPU time millis training
240