DEVELOPMENT... OpenML
Run
194532

Run 194532

Task 3781 (Supervised Classification) fri_c4_250_50 Uploaded 26-02-2015 by Jason
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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
0.5832
Per class
F measure
0.6403
Per class
Kappa
0.2755
KB relative information score
10.9679
Mean absolute error
0.4809
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6427
Per class
Predictive accuracy
0.644
Prior entropy
0.9955
Recall
0.644
Per class
Relative absolute error
0.9679
Root mean prior squared error
0.4984
Root mean squared error
0.4968
Root relative squared error
0.9967
SciMark benchmark
1335.643
UserCPU time millis
70
UserCPU time millis training
70