DEVELOPMENT... OpenML
Run
195117

Run 195117

Task 4578 (Supervised Classification) dermatology Uploaded 26-02-2015 by Felicia West
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Flow

weka.SimpleLogistic(3)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.SimpleLogistic(3)_I0
weka.SimpleLogistic(3)_M500
weka.SimpleLogistic(3)_H50
weka.SimpleLogistic(3)_W0.0

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
1
Per class
F measure
0.9997
Per class
Kappa
0.9994
KB relative information score
3458.0794
Mean absolute error
0.0294
Mean prior absolute error
0.4251
Number of instances
3660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9997
Per class
Predictive accuracy
0.9997
Prior entropy
0.8898
Recall
0.9997
Per class
Relative absolute error
0.0692
Root mean prior squared error
0.4608
Root mean squared error
0.0681
Root relative squared error
0.1479
SciMark benchmark
906.4475
UserCPU time millis
220
UserCPU time millis training
220