DEVELOPMENT... OpenML
Run
194781

Run 194781

Task 3535 (Supervised Classification) tr41.wc 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
0.9917
Per class
F measure
0.9543
Per class
Kappa
0.9461
KB relative information score
820.9126
Mean absolute error
0.0097
Mean prior absolute error
0.1652
Number of instances
878
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9545
Per class
Predictive accuracy
0.9556
Prior entropy
2.8041
Recall
0.9556
Per class
Relative absolute error
0.0585
Root mean prior squared error
0.2872
Root mean squared error
0.0871
Root relative squared error
0.3033
SciMark benchmark
915.6729
UserCPU time millis
441420
UserCPU time millis testing
3180
UserCPU time millis training
438240