DEVELOPMENT... OpenML
Run
185561

Run 185561

Task 1893 (Supervised Classification) breast-cancer 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
0.667
Per class
F measure
0.6925
Per class
Kappa
0.2354
KB relative information score
301.6356
Mean absolute error
0.3606
Mean prior absolute error
0.4183
Number of instances
2860
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6895
Per class
Predictive accuracy
0.714
Prior entropy
0.8796
Recall
0.714
Per class
Relative absolute error
0.8621
Root mean prior squared error
0.457
Root mean squared error
0.4498
Root relative squared error
0.9841
SciMark benchmark
1301.9956
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40