DEVELOPMENT... OpenML
Run
195172

Run 195172

Task 4609 (Supervised Classification) jm1 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
0.7109
Per class
F measure
0.7529
Per class
Kappa
0.1168
KB relative information score
5397.8011
Mean absolute error
0.2815
Mean prior absolute error
0.3121
Number of instances
108850
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.771
Per class
Predictive accuracy
0.8111
Prior entropy
0.7088
Recall
0.8111
Per class
Relative absolute error
0.9018
Root mean prior squared error
0.395
Root mean squared error
0.3752
Root relative squared error
0.9497
SciMark benchmark
882.7843
UserCPU time millis
3000
UserCPU time millis testing
20
UserCPU time millis training
2980