DEVELOPMENT... OpenML
Run
6993

Run 6993

Task 35 (Supervised Classification) dermatology Uploaded 21-05-2014 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)_I1
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
0.9271
Per class
F measure
0.8583
Per class
Kappa
0.8224
KB relative information score
303.4512
Mean absolute error
0.0484
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
0.8598
Per class
Predictive accuracy
0.8579
Prior entropy
2.4378
Recall
0.8579
Per class
Relative absolute error
0.1817
Root mean prior squared error
0.3649
Root mean squared error
0.2103
Root relative squared error
0.5764
SciMark benchmark
947.0194[568.52692162335691016.0584738187666480.2065271424506910.85475360997441759.4501199261804]