DEVELOPMENT... OpenML
Run
193994

Run 193994

Task 266 (Supervised Classification) segment 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
0.9968
Per class
F measure
0.9442
Per class
Kappa
0.9341
KB relative information score
715.1975
Mean absolute error
0.0226
Mean prior absolute error
0.2449
Number of instances
762
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9453
Per class
Predictive accuracy
0.9436
Prior entropy
2.8074
Recall
0.9436
Per class
Relative absolute error
0.0921
Root mean prior squared error
0.3499
Root mean squared error
0.1033
Root relative squared error
0.2953
SciMark benchmark
944.0517
UserCPU time millis
4590
UserCPU time millis testing
10
UserCPU time millis training
4580