Run
184180

Run 184180

Task 265 (Supervised Classification) dermatology Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.RandomTree(10)Weka implementation of RandomTree
weka.RandomTree(10)_K0
weka.RandomTree(10)_M1.0
weka.RandomTree(10)_V0.001
weka.RandomTree(10)_S1

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
0.929
Per class
Cross-validation details (33% Holdout set)
F measure
0.8702
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8327
Cross-validation details (33% Holdout set)
KB relative information score
100.7272
Cross-validation details (33% Holdout set)
Mean absolute error
0.045
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.2653
Cross-validation details (33% Holdout set)
Number of instances
120
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8803
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8667
Cross-validation details (33% Holdout set)
Prior entropy
2.4378
Cross-validation details (33% Holdout set)
Recall
0.8667
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1696
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3633
Cross-validation details (33% Holdout set)
Root mean squared error
0.2055
Cross-validation details (33% Holdout set)
Root relative squared error
0.5656
Cross-validation details (33% Holdout set)
SciMark benchmark
1280.6952