DEVELOPMENT... OpenML
Run
185937

Run 185937

Task 3709 (Supervised Classification) breastTumor 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
0.5158
Per class
F measure
0.5215
Per class
Kappa
0.0115
KB relative information score
1.828
Mean absolute error
0.4802
Mean prior absolute error
0.4872
Number of instances
286
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5186
Per class
Predictive accuracy
0.528
Prior entropy
0.9815
Recall
0.528
Per class
Relative absolute error
0.9858
Root mean prior squared error
0.4935
Root mean squared error
0.5448
Root relative squared error
1.104
SciMark benchmark
1331.6907
UserCPU time millis
60
UserCPU time millis testing
10
UserCPU time millis training
50