DEVELOPMENT... OpenML
Run
8048

Run 8048

Task 35 (Supervised Classification) dermatology 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)_I3
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
0.9843
Per class
F measure
0.9202
Per class
Kappa
0.9005
KB relative information score
317.4036
Mean absolute error
0.048
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9214
Per class
Predictive accuracy
0.9208
Prior entropy
2.4378
Recall
0.9208
Per class
Relative absolute error
0.1803
Root mean prior squared error
0.3649
Root mean squared error
0.1525
Root relative squared error
0.4179
SciMark benchmark
917.3652[561.029481566851896.6752309353533483.8854846559526909.27509318503251735.9609276477956]