DEVELOPMENT... OpenML
Run
195045

Run 195045

Task 4504 (Supervised Classification) fri_c3_500_10 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
0.6993
Per class
F measure
0.641
Per class
Kappa
0.2751
KB relative information score
711.4987
Mean absolute error
0.4351
Mean prior absolute error
0.4961
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.642
Per class
Predictive accuracy
0.6438
Prior entropy
0.9945
Recall
0.6438
Per class
Relative absolute error
0.8769
Root mean prior squared error
0.4981
Root mean squared error
0.4672
Root relative squared error
0.9381
SciMark benchmark
1339.3974
UserCPU time millis
70
UserCPU time millis training
70