DEVELOPMENT... OpenML
Run
195180

Run 195180

Task 4645 (Supervised Classification) leukemia 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
0.9697
Per class
F measure
0.9345
Per class
Kappa
0.8551
KB relative information score
593.879
Mean absolute error
0.0782
Mean prior absolute error
0.4546
Number of instances
720
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9345
Per class
Predictive accuracy
0.9347
Prior entropy
0.9353
Recall
0.9347
Per class
Relative absolute error
0.1721
Root mean prior squared error
0.4761
Root mean squared error
0.2323
Root relative squared error
0.488
SciMark benchmark
1321.527
UserCPU time millis
1310
UserCPU time millis testing
20
UserCPU time millis training
1290