DEVELOPMENT... OpenML
Run
194582

Run 194582

Task 3833 (Supervised Classification) analcatdata_authorship 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
0.9997
Per class
F measure
0.9917
Per class
Kappa
0.9823
KB relative information score
817.6198
Mean absolute error
0.0146
Mean prior absolute error
0.4698
Number of instances
841
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9917
Per class
Predictive accuracy
0.9917
Prior entropy
0.9561
Recall
0.9917
Per class
Relative absolute error
0.0311
Root mean prior squared error
0.4846
Root mean squared error
0.0756
Root relative squared error
0.1559
SciMark benchmark
942.9708
UserCPU time millis
410
UserCPU time millis training
410