DEVELOPMENT... OpenML
Run
195044

Run 195044

Task 4502 (Supervised Classification) socmob 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
0.9877
Per class
F measure
0.9494
Per class
Kappa
0.8508
KB relative information score
9155.7525
Mean absolute error
0.0696
Mean prior absolute error
0.3451
Number of instances
11560
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9497
Per class
Predictive accuracy
0.9503
Prior entropy
0.7637
Recall
0.9503
Per class
Relative absolute error
0.2017
Root mean prior squared error
0.4152
Root mean squared error
0.1892
Root relative squared error
0.4557
SciMark benchmark
1386.5717
UserCPU time millis
570
UserCPU time millis training
570