DEVELOPMENT... OpenML
Run
194442

Run 194442

Task 3667 (Supervised Classification) pbcseq 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
0.7612
Per class
F measure
0.6959
Per class
Kappa
0.3923
KB relative information score
494.8577
Mean absolute error
0.3854
Mean prior absolute error
0.5
Number of instances
1945
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6966
Per class
Predictive accuracy
0.6961
Prior entropy
1
Recall
0.6961
Per class
Relative absolute error
0.7708
Root mean prior squared error
0.5
Root mean squared error
0.4469
Root relative squared error
0.8937
SciMark benchmark
1304.9611
UserCPU time millis
7600
UserCPU time millis testing
90
UserCPU time millis training
7510