DEVELOPMENT... OpenML
Run
103784

Run 103784

Task 15 (Supervised Classification) breast-w Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_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.

21 Evaluation measures

Area under ROC curve
0.9917
Per class
Build CPU time
0.1285
Build memory
880789539.9485
F measure
0.97
Per class
Kappa
0.9338
KB relative information score
611.8371
Mean absolute error
0.061
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9702
Per class
Predictive accuracy
0.97
Prior entropy
0.9297
Recall
0.97
Per class
Relative absolute error
0.1349
Root mean prior squared error
0.4753
Root mean squared error
0.1652
Root relative squared error
0.3476
SciMark benchmark
946.9374