DEVELOPMENT... OpenML
Run
194659

Run 194659

Task 3911 (Supervised Classification) ar4 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
0.7879
Per class
F measure
0.8232
Per class
Kappa
0.3602
KB relative information score
17.4498
Mean absolute error
0.237
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8383
Per class
Predictive accuracy
0.8505
Prior entropy
0.707
Recall
0.8505
Per class
Relative absolute error
0.7706
Root mean prior squared error
0.3899
Root mean squared error
0.3356
Root relative squared error
0.8607
SciMark benchmark
939.449
UserCPU time millis
20
UserCPU time millis training
20