OpenML
8048

Run 8048

Task 35 (Supervised Classification) dermatology Uploaded 22-05-2014 by Joaquin Vanschoren
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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
Cross-validation details (10-fold Crossvalidation)
F measure
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
317.4036
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.048
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9214
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9208
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.9208
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4179
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
917.3652[561.029481566851896.6752309353533483.8854846559526909.27509318503251735.9609276477956]