DEVELOPMENT... OpenML
Run
194557

Run 194557

Task 3806 (Supervised Classification) fri_c0_500_10 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
0.9201
Per class
F measure
0.8419
Per class
Kappa
0.6833
KB relative information score
252.2482
Mean absolute error
0.2662
Mean prior absolute error
0.4994
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
0.8421
Per class
Predictive accuracy
0.842
Prior entropy
0.9991
Recall
0.842
Per class
Relative absolute error
0.5331
Root mean prior squared error
0.4997
Root mean squared error
0.3405
Root relative squared error
0.6814
SciMark benchmark
930.5999
UserCPU time millis
90
UserCPU time millis training
90