DEVELOPMENT... OpenML
Run
194106

Run 194106

Task 1898 (Supervised Classification) mfeat-morphological 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
0.9656
Per class
F measure
0.7404
Per class
Kappa
0.7124
KB relative information score
15232.5713
Mean absolute error
0.0668
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7432
Per class
Predictive accuracy
0.7412
Prior entropy
3.3219
Recall
0.7412
Per class
Relative absolute error
0.371
Root mean prior squared error
0.3
Root mean squared error
0.1803
Root relative squared error
0.601
SciMark benchmark
1363.434
UserCPU time millis
1770
UserCPU time millis training
1770