DEVELOPMENT... OpenML
Run
194537

Run 194537

Task 3789 (Supervised Classification) fri_c0_500_25 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
0.8883
Per class
F measure
0.7959
Per class
Kappa
0.5916
KB relative information score
223.6003
Mean absolute error
0.2926
Mean prior absolute error
0.4998
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
0.7961
Per class
Predictive accuracy
0.796
Prior entropy
0.9997
Recall
0.796
Per class
Relative absolute error
0.5854
Root mean prior squared error
0.4999
Root mean squared error
0.3708
Root relative squared error
0.7417
SciMark benchmark
930.5999
UserCPU time millis
120
UserCPU time millis training
120