DEVELOPMENT... OpenML
Run
195042

Run 195042

Task 4372 (Supervised Classification) pbcseq 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
0.7615
Per class
F measure
0.6967
Per class
Kappa
0.3937
KB relative information score
4891.2259
Mean absolute error
0.3871
Mean prior absolute error
0.5
Number of instances
19450
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6972
Per class
Predictive accuracy
0.6969
Prior entropy
1
Recall
0.6969
Per class
Relative absolute error
0.7742
Root mean prior squared error
0.5
Root mean squared error
0.4464
Root relative squared error
0.8928
SciMark benchmark
1339.3974
UserCPU time millis
7420
UserCPU time millis testing
80
UserCPU time millis training
7340