DEVELOPMENT... OpenML
Run
194550

Run 194550

Task 3800 (Supervised Classification) fri_c3_500_50 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
0.6866
Per class
F measure
0.648
Per class
Kappa
0.282
KB relative information score
64.8746
Mean absolute error
0.4366
Mean prior absolute error
0.4918
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6476
Per class
Predictive accuracy
0.65
Prior entropy
0.9882
Recall
0.65
Per class
Relative absolute error
0.8877
Root mean prior squared error
0.4959
Root mean squared error
0.4703
Root relative squared error
0.9485
SciMark benchmark
930.5999
UserCPU time millis
140
UserCPU time millis training
140

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