DEVELOPMENT... OpenML
Run
194042

Run 194042

Task 1799 (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
0.995
Per class
F measure
0.9593
Per class
Kappa
0.9488
KB relative information score
1716.7499
Mean absolute error
0.0217
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
0.9598
Per class
Predictive accuracy
0.959
Prior entropy
2.4378
Recall
0.959
Per class
Relative absolute error
0.0813
Root mean prior squared error
0.3649
Root mean squared error
0.1054
Root relative squared error
0.2889
SciMark benchmark
944.0517
UserCPU time millis
640
UserCPU time millis training
640