DEVELOPMENT... OpenML
Run
185666

Run 185666

Task 2142 (Supervised Classification) BNG(breast-w) 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
0.9985
Per class
F measure
0.9863
Per class
Kappa
0.9696
KB relative information score
37404.2666
Mean absolute error
0.0242
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9863
Per class
Predictive accuracy
0.9863
Prior entropy
0.9287
Recall
0.9863
Per class
Relative absolute error
0.0536
Root mean prior squared error
0.4751
Root mean squared error
0.1039
Root relative squared error
0.2188
SciMark benchmark
1319.9043
UserCPU time millis
21970
UserCPU time millis testing
2380
UserCPU time millis training
19590