DEVELOPMENT... OpenML
Run
194587

Run 194587

Task 3835 (Supervised Classification) squash-stored 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
0.8613
Per class
F measure
0.7889
Per class
Kappa
0.5806
KB relative information score
24.3173
Mean absolute error
0.2704
Mean prior absolute error
0.4936
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8039
Per class
Predictive accuracy
0.7885
Prior entropy
0.9911
Recall
0.7885
Per class
Relative absolute error
0.5478
Root mean prior squared error
0.4967
Root mean squared error
0.3854
Root relative squared error
0.7759
SciMark benchmark
934.6432
UserCPU time millis
10
UserCPU time millis training
10