DEVELOPMENT... OpenML
Run
194486

Run 194486

Task 3736 (Supervised Classification) boston 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
0.9307
Per class
F measure
0.8829
Per class
Kappa
0.7576
KB relative information score
305.96
Mean absolute error
0.2048
Mean prior absolute error
0.4849
Number of instances
506
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8832
Per class
Predictive accuracy
0.8834
Prior entropy
0.9782
Recall
0.8834
Per class
Relative absolute error
0.4223
Root mean prior squared error
0.4924
Root mean squared error
0.3103
Root relative squared error
0.6301
SciMark benchmark
887.6719
UserCPU time millis
140
UserCPU time millis training
140