DEVELOPMENT... OpenML
Run
103844

Run 103844

Task 265 (Supervised Classification) dermatology 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
0.9986
Per class
Build CPU time
0.033
Build memory
737729136
F measure
0.9665
Per class
Kappa
0.9578
KB relative information score
103.4036
Mean absolute error
0.0547
Mean prior absolute error
0.2653
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9676
Per class
Predictive accuracy
0.9667
Prior entropy
2.4378
Recall
0.9667
Per class
Relative absolute error
0.2063
Root mean prior squared error
0.3633
Root mean squared error
0.1236
Root relative squared error
0.3403
SciMark benchmark
912.1058

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