DEVELOPMENT... OpenML
Run
185575

Run 185575

Task 1915 (Supervised Classification) dermatology Uploaded 25-02-2015 by Felicia West
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_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.

22 Evaluation measures

Area under ROC curve
0.9988
Per class
F measure
0.9684
Per class
Kappa
0.9606
KB relative information score
3239.6054
Mean absolute error
0.0501
Mean prior absolute error
0.2664
Number of instances
3660
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9685
Per class
Predictive accuracy
0.9686
Prior entropy
2.4378
Recall
0.9686
Per class
Relative absolute error
0.1881
Root mean prior squared error
0.3649
Root mean squared error
0.1147
Root relative squared error
0.3143
SciMark benchmark
1315.0767
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30