DEVELOPMENT... OpenML
Run
195178

Run 195178

Task 4643 (Supervised Classification) lymphoma_2classes 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
0.9557
Per class
F measure
0.8911
Per class
Kappa
0.7822
KB relative information score
326.3314
Mean absolute error
0.1432
Mean prior absolute error
0.4998
Number of instances
450
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8912
Per class
Predictive accuracy
0.8911
Prior entropy
0.9997
Recall
0.8911
Per class
Relative absolute error
0.2864
Root mean prior squared error
0.4999
Root mean squared error
0.2884
Root relative squared error
0.577
SciMark benchmark
1321.527
UserCPU time millis
410
UserCPU time millis training
410