DEVELOPMENT... OpenML
Run
194061

Run 194061

Task 1819 (Supervised Classification) vote 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
0.9799
Per class
F measure
0.9528
Per class
Kappa
0.9007
KB relative information score
1811.0123
Mean absolute error
0.0878
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9532
Per class
Predictive accuracy
0.9526
Prior entropy
0.9627
Recall
0.9526
Per class
Relative absolute error
0.1851
Root mean prior squared error
0.4869
Root mean squared error
0.1998
Root relative squared error
0.4104
SciMark benchmark
915.9324
UserCPU time millis
70
UserCPU time millis training
70