DEVELOPMENT... OpenML
Run
194639

Run 194639

Task 3840 (Supervised Classification) letter 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
0.9648
Per class
F measure
0.9735
Per class
Kappa
0.6209
KB relative information score
793.7549
Mean absolute error
0.0392
Mean prior absolute error
0.078
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9749
Per class
Predictive accuracy
0.9767
Prior entropy
0.2455
Recall
0.9767
Per class
Relative absolute error
0.5028
Root mean prior squared error
0.1975
Root mean squared error
0.1368
Root relative squared error
0.6929
SciMark benchmark
887.6719
UserCPU time millis
9880
UserCPU time millis testing
30
UserCPU time millis training
9850