DEVELOPMENT... OpenML
Run
193906

Run 193906

Task 10 (Supervised Classification) lymph 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
0.9218
Per class
F measure
0.8453
Per class
Kappa
0.7072
KB relative information score
100.7238
Mean absolute error
0.0856
Mean prior absolute error
0.2677
Number of instances
148
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8486
Per class
Predictive accuracy
0.8446
Prior entropy
1.2818
Recall
0.8446
Per class
Relative absolute error
0.3196
Root mean prior squared error
0.3639
Root mean squared error
0.2356
Root relative squared error
0.6473
SciMark benchmark
1337.7959
UserCPU time millis
60
UserCPU time millis training
60

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