DEVELOPMENT... OpenML
Run
194643

Run 194643

Task 3881 (Supervised Classification) ipums_la_99-small 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
0.8923
Per class
F measure
0.9109
Per class
Kappa
0.09
KB relative information score
-3754.3013
Mean absolute error
0.0993
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9081
Per class
Predictive accuracy
0.9351
Prior entropy
0.3444
Recall
0.9351
Per class
Relative absolute error
0.8252
Root mean prior squared error
0.2452
Root mean squared error
0.2234
Root relative squared error
0.9112
SciMark benchmark
1318.1432
UserCPU time millis
15750
UserCPU time millis testing
100
UserCPU time millis training
15650