DEVELOPMENT... OpenML
Run
186132

Run 186132

Task 3895 (Supervised Classification) gina_prior 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
0.9868
Per class
F measure
0.9461
Per class
Kappa
0.8921
KB relative information score
2269.6749
Mean absolute error
0.1966
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9461
Per class
Predictive accuracy
0.9461
Prior entropy
0.9998
Recall
0.9461
Per class
Relative absolute error
0.3934
Root mean prior squared error
0.4999
Root mean squared error
0.2529
Root relative squared error
0.5058
SciMark benchmark
1330.0694
UserCPU time millis
3390
UserCPU time millis testing
250
UserCPU time millis training
3140