DEVELOPMENT... OpenML
Run
194984

Run 194984

Task 4444 (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
0.9592
Per class
F measure
0.9131
Per class
Kappa
0.7116
KB relative information score
525.4163
Mean absolute error
0.1349
Mean prior absolute error
0.3116
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9124
Per class
Predictive accuracy
0.915
Prior entropy
0.714
Recall
0.915
Per class
Relative absolute error
0.4329
Root mean prior squared error
0.3923
Root mean squared error
0.249
Root relative squared error
0.6347
SciMark benchmark
915.6729
UserCPU time millis
20
UserCPU time millis training
20