DEVELOPMENT... OpenML
Run
194167

Run 194167

Task 2372 (Supervised Classification) lung-cancer 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
0.5899
Per class
F measure
0.464
Per class
Kappa
0.1965
KB relative information score
6.4546
Mean absolute error
0.3877
Mean prior absolute error
0.4393
Number of instances
32
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4754
Per class
Predictive accuracy
0.4688
Prior entropy
1.57
Recall
0.4688
Per class
Relative absolute error
0.8826
Root mean prior squared error
0.4684
Root mean squared error
0.5159
Root relative squared error
1.1013
SciMark benchmark
895.5332
UserCPU time millis
70
UserCPU time millis training
70