DEVELOPMENT... OpenML
Run
194484

Run 194484

Task 3730 (Supervised Classification) fri_c2_1000_50 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
0.7231
Per class
F measure
0.7666
Per class
Kappa
0.5176
KB relative information score
168.9904
Mean absolute error
0.4213
Mean prior absolute error
0.4866
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7677
Per class
Predictive accuracy
0.769
Prior entropy
0.9806
Recall
0.769
Per class
Relative absolute error
0.8659
Root mean prior squared error
0.4932
Root mean squared error
0.4533
Root relative squared error
0.919
SciMark benchmark
1304.9611
UserCPU time millis
240
UserCPU time millis training
240