DEVELOPMENT... OpenML
Run
194489

Run 194489

Task 3739 (Supervised Classification) analcatdata_chlamydia 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
0.9594
Per class
F measure
0.9276
Per class
Kappa
0.758
KB relative information score
55.9631
Mean absolute error
0.1249
Mean prior absolute error
0.3116
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.928
Per class
Predictive accuracy
0.93
Prior entropy
0.714
Recall
0.93
Per class
Relative absolute error
0.401
Root mean prior squared error
0.3923
Root mean squared error
0.2387
Root relative squared error
0.6085
SciMark benchmark
938.343
UserCPU time millis
20
UserCPU time millis training
20

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