DEVELOPMENT... OpenML
Run
195182

Run 195182

Task 4654 (Supervised Classification) teachingAssistant 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
0.7382
Per class
F measure
0.5637
Per class
Kappa
0.3473
KB relative information score
477.2106
Mean absolute error
0.3391
Mean prior absolute error
0.4443
Number of instances
1510
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5633
Per class
Predictive accuracy
0.5649
Prior entropy
1.5845
Recall
0.5649
Per class
Relative absolute error
0.7633
Root mean prior squared error
0.4713
Root mean squared error
0.4411
Root relative squared error
0.936
SciMark benchmark
1339.3974
UserCPU time millis
70
UserCPU time millis training
70