DEVELOPMENT... OpenML
Run
195003

Run 195003

Task 4456 (Supervised Classification) fri_c0_500_50 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
0.9143
Per class
F measure
0.8394
Per class
Kappa
0.6785
KB relative information score
2357.5928
Mean absolute error
0.2838
Mean prior absolute error
0.4997
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8394
Per class
Predictive accuracy
0.8394
Prior entropy
0.9996
Recall
0.8394
Per class
Relative absolute error
0.568
Root mean prior squared error
0.4999
Root mean squared error
0.3511
Root relative squared error
0.7024
SciMark benchmark
906.4475
UserCPU time millis
150
UserCPU time millis training
150