DEVELOPMENT... OpenML
Run
195140

Run 195140

Task 4595 (Supervised Classification) ada_prior 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
0.8938
Per class
F measure
0.8363
Per class
Kappa
0.5476
KB relative information score
17810.0707
Mean absolute error
0.2201
Mean prior absolute error
0.3732
Number of instances
45620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8354
Per class
Predictive accuracy
0.8424
Prior entropy
0.8085
Recall
0.8424
Per class
Relative absolute error
0.5898
Root mean prior squared error
0.4319
Root mean squared error
0.3305
Root relative squared error
0.7651
SciMark benchmark
906.4475
UserCPU time millis
3130
UserCPU time millis testing
20
UserCPU time millis training
3110