DEVELOPMENT... OpenML
Run
9609

Run 9609

Task 15 (Supervised Classification) breast-w Uploaded 22-05-2014 by Felicia West
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I33
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9914
Per class
F measure
0.9643
Per class
Kappa
0.9211
KB relative information score
609.8241
Mean absolute error
0.0617
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
0.9644
Per class
Predictive accuracy
0.9642
Prior entropy
0.9297
Recall
0.9642
Per class
Relative absolute error
0.1366
Root mean prior squared error
0.4753
Root mean squared error
0.1688
Root relative squared error
0.3551
SciMark benchmark
945.943[567.04832706770641016.0585376856843478.0684770170223910.22218605324211758.3172656914378]