DEVELOPMENT... OpenML
Run
194208

Run 194208

Task 3021 (Supervised Classification) sick 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
0.95
Per class
F measure
0.9633
Per class
Kappa
0.6607
KB relative information score
1060.7554
Mean absolute error
0.0556
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.963
Per class
Predictive accuracy
0.9658
Prior entropy
0.3333
Recall
0.9658
Per class
Relative absolute error
0.483
Root mean prior squared error
0.2398
Root mean squared error
0.1647
Root relative squared error
0.6869
SciMark benchmark
908.2231
UserCPU time millis
1210
UserCPU time millis testing
10
UserCPU time millis training
1200