DEVELOPMENT... OpenML
Run
103892

Run 103892

Task 1799 (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
0.998
Per class
Build CPU time
0.0495
Build memory
329799527.2
F measure
0.9631
Per class
Kappa
0.9541
KB relative information score
1552.9611
Mean absolute error
0.0648
Mean prior absolute error
0.2664
Number of instances
1830
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9633
Per class
Predictive accuracy
0.9634
Prior entropy
2.4378
Recall
0.9634
Per class
Relative absolute error
0.243
Root mean prior squared error
0.3649
Root mean squared error
0.1339
Root relative squared error
0.3671
SciMark benchmark
938.6628