DEVELOPMENT... OpenML
Run
195006

Run 195006

Task 4466 (Supervised Classification) hip 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
0.8821
Per class
F measure
0.8297
Per class
Kappa
0.6589
KB relative information score
253.4505
Mean absolute error
0.2828
Mean prior absolute error
0.4993
Number of instances
540
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8297
Per class
Predictive accuracy
0.8296
Prior entropy
0.9991
Recall
0.8296
Per class
Relative absolute error
0.5664
Root mean prior squared error
0.4997
Root mean squared error
0.3699
Root relative squared error
0.7403
SciMark benchmark
915.6729
UserCPU time millis
10
UserCPU time millis training
10