DEVELOPMENT... OpenML
Run
185645

Run 185645

Task 2328 (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
0.9984
Per class
F measure
0.9862
Per class
Kappa
0.9697
KB relative information score
12393.188
Mean absolute error
0.0248
Mean prior absolute error
0.4529
Number of instances
12990
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9863
Per class
Predictive accuracy
0.9862
Prior entropy
0.9287
Recall
0.9862
Per class
Relative absolute error
0.0549
Root mean prior squared error
0.4767
Root mean squared error
0.1041
Root relative squared error
0.2183
SciMark benchmark
1318.5526
UserCPU time millis
14330
UserCPU time millis testing
1150
UserCPU time millis training
13180