DEVELOPMENT... OpenML
Run
194227

Run 194227

Task 3057 (Supervised Classification) SPECTF 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
0.9017
Per class
F measure
0.7863
Per class
Kappa
0.4572
KB relative information score
36.2564
Mean absolute error
0.2829
Mean prior absolute error
0.4035
Number of instances
115
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7914
Per class
Predictive accuracy
0.8
Prior entropy
0.8464
Recall
0.8
Per class
Relative absolute error
0.7011
Root mean prior squared error
0.4525
Root mean squared error
0.3583
Root relative squared error
0.7916
SciMark benchmark
942.9518
UserCPU time millis
150
UserCPU time millis training
150