DEVELOPMENT... OpenML
Run
194054

Run 194054

Task 1776 (Supervised Classification) mfeat-factors 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
0.9972
Per class
F measure
0.9674
Per class
Kappa
0.9638
KB relative information score
9652.8551
Mean absolute error
0.0088
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9675
Per class
Predictive accuracy
0.9674
Prior entropy
3.3219
Recall
0.9674
Per class
Relative absolute error
0.0489
Root mean prior squared error
0.3
Root mean squared error
0.0712
Root relative squared error
0.2373
SciMark benchmark
1337.7959
UserCPU time millis
10660
UserCPU time millis testing
80
UserCPU time millis training
10580