DEVELOPMENT... OpenML
Run
194751

Run 194751

Task 4204 (Supervised Classification) squash-stored 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
0.8272
Per class
F measure
0.6692
Per class
Kappa
0.4604
KB relative information score
248.0044
Mean absolute error
0.2376
Mean prior absolute error
0.4135
Number of instances
520
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6735
Per class
Predictive accuracy
0.675
Prior entropy
1.4782
Recall
0.675
Per class
Relative absolute error
0.5746
Root mean prior squared error
0.4538
Root mean squared error
0.3884
Root relative squared error
0.856
SciMark benchmark
1335.643
UserCPU time millis
20
UserCPU time millis training
20