DEVELOPMENT... OpenML
Run
194969

Run 194969

Task 4429 (Supervised Classification) vinnie 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
0.9182
Per class
F measure
0.847
Per class
Kappa
0.6937
KB relative information score
1725.8777
Mean absolute error
0.2944
Mean prior absolute error
0.4997
Number of instances
3800
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8473
Per class
Predictive accuracy
0.8471
Prior entropy
0.9995
Recall
0.8471
Per class
Relative absolute error
0.5893
Root mean prior squared error
0.4998
Root mean squared error
0.3493
Root relative squared error
0.6989
SciMark benchmark
915.6729
UserCPU time millis
40
UserCPU time millis training
40