DEVELOPMENT... OpenML
Run
194973

Run 194973

Task 4432 (Supervised Classification) fri_c4_250_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
0.6945
Per class
F measure
0.6416
Per class
Kappa
0.2796
KB relative information score
342.0275
Mean absolute error
0.4406
Mean prior absolute error
0.498
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6416
Per class
Predictive accuracy
0.6424
Prior entropy
0.9971
Recall
0.6424
Per class
Relative absolute error
0.8848
Root mean prior squared error
0.499
Root mean squared error
0.47
Root relative squared error
0.9419
SciMark benchmark
1386.5717
UserCPU time millis
40
UserCPU time millis training
40