DEVELOPMENT... OpenML
Run
194516

Run 194516

Task 3767 (Supervised Classification) fri_c0_1000_50 Uploaded 26-02-2015 by Jason
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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
0.8991
Per class
F measure
0.8309
Per class
Kappa
0.6617
KB relative information score
491.4827
Mean absolute error
0.2714
Mean prior absolute error
0.4998
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8311
Per class
Predictive accuracy
0.831
Prior entropy
0.9997
Recall
0.831
Per class
Relative absolute error
0.5431
Root mean prior squared error
0.4999
Root mean squared error
0.3569
Root relative squared error
0.714
SciMark benchmark
1335.643
UserCPU time millis
290
UserCPU time millis testing
10
UserCPU time millis training
280

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