DEVELOPMENT... OpenML
Run
194682

Run 194682

Task 3895 (Supervised Classification) gina_prior 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
0.9411
Per class
F measure
0.8769
Per class
Kappa
0.7536
KB relative information score
2275.1289
Mean absolute error
0.183
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8769
Per class
Predictive accuracy
0.8769
Prior entropy
0.9998
Recall
0.8769
Per class
Relative absolute error
0.366
Root mean prior squared error
0.4999
Root mean squared error
0.3058
Root relative squared error
0.6116
SciMark benchmark
938.343
UserCPU time millis
29990
UserCPU time millis testing
80
UserCPU time millis training
29910