DEVELOPMENT... OpenML
Run
194644

Run 194644

Task 3896 (Supervised Classification) ada_agnostic 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
0.8935
Per class
F measure
0.8349
Per class
Kappa
0.5436
KB relative information score
1753.5044
Mean absolute error
0.2227
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8341
Per class
Predictive accuracy
0.8413
Prior entropy
0.8085
Recall
0.8413
Per class
Relative absolute error
0.5969
Root mean prior squared error
0.4319
Root mean squared error
0.3309
Root relative squared error
0.766
SciMark benchmark
939.449
UserCPU time millis
1590
UserCPU time millis testing
10
UserCPU time millis training
1580