DEVELOPMENT... OpenML
Run
195144

Run 195144

Task 4601 (Supervised Classification) ada_agnostic 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
0.8941
Per class
F measure
0.8361
Per class
Kappa
0.5468
KB relative information score
17636.2713
Mean absolute error
0.222
Mean prior absolute error
0.3732
Number of instances
45620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8355
Per class
Predictive accuracy
0.8426
Prior entropy
0.8085
Recall
0.8426
Per class
Relative absolute error
0.5948
Root mean prior squared error
0.4319
Root mean squared error
0.3302
Root relative squared error
0.7645
SciMark benchmark
882.7843
UserCPU time millis
2020
UserCPU time millis testing
10
UserCPU time millis training
2010