DEVELOPMENT... OpenML
Run
193916

Run 193916

Task 27 (Supervised Classification) colic 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
0.861
Per class
F measure
0.8252
Per class
Kappa
0.6233
KB relative information score
167.4487
Mean absolute error
0.2674
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8248
Per class
Predictive accuracy
0.8261
Prior entropy
0.9509
Recall
0.8261
Per class
Relative absolute error
0.5736
Root mean prior squared error
0.4827
Root mean squared error
0.3659
Root relative squared error
0.758
SciMark benchmark
944.0517
UserCPU time millis
120
UserCPU time millis training
120