DEVELOPMENT... OpenML
Run
193992

Run 193992

Task 265 (Supervised Classification) dermatology Uploaded 26-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.994
Per class
F measure
0.9497
Per class
Kappa
0.9368
KB relative information score
113.2677
Mean absolute error
0.0145
Mean prior absolute error
0.2653
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9503
Per class
Predictive accuracy
0.95
Prior entropy
2.4378
Recall
0.95
Per class
Relative absolute error
0.0548
Root mean prior squared error
0.3633
Root mean squared error
0.0988
Root relative squared error
0.272
SciMark benchmark
944.4621
UserCPU time millis
1050
UserCPU time millis testing
10
UserCPU time millis training
1040