Run
290386

Run 290386

Task 265 (Supervised Classification) dermatology Uploaded 16-03-2015 by Jan van Rijn
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Flow

weka.LADTree(4)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(4)_B10

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
0.9819
Per class
Cross-validation details (33% Holdout set)
F measure
0.9586
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9474
Cross-validation details (33% Holdout set)
KB relative information score
109.6603
Cross-validation details (33% Holdout set)
Mean absolute error
0.0275
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
0.9604
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9583
Cross-validation details (33% Holdout set)
Prior entropy
2.4378
Cross-validation details (33% Holdout set)
Recall
0.9583
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1035
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3633
Cross-validation details (33% Holdout set)
Root mean squared error
0.1136
Cross-validation details (33% Holdout set)
Root relative squared error
0.3126
Cross-validation details (33% Holdout set)
SciMark benchmark
1337.446
UserCPU time millis
360
Cross-validation details (33% Holdout set)
UserCPU time millis training
360
Cross-validation details (33% Holdout set)