DEVELOPMENT... OpenML
Run
194744

Run 194744

Task 4200 (Supervised Classification) SPECT 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
0.8342
Per class
F measure
0.8241
Per class
Kappa
0.4371
KB relative information score
562.3208
Mean absolute error
0.2347
Mean prior absolute error
0.3284
Number of instances
2670
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.821
Per class
Predictive accuracy
0.8341
Prior entropy
0.738
Recall
0.8341
Per class
Relative absolute error
0.7146
Root mean prior squared error
0.4044
Root mean squared error
0.3475
Root relative squared error
0.8593
SciMark benchmark
1280.6952
UserCPU time millis
40
UserCPU time millis training
40