DEVELOPMENT... OpenML
Run
197012

Run 197012

Task 4222 (Supervised Classification) ipums_la_97-small Uploaded 26-02-2015 by Jason
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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
0.8298
Per class
F measure
0.3901
Per class
Kappa
0.3255
KB relative information score
24782.6137
Mean absolute error
0.1655
Mean prior absolute error
0.2082
Number of instances
70190
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.3892
Per class
Predictive accuracy
0.4681
Prior entropy
2.7591
Recall
0.4681
Per class
Relative absolute error
0.795
Root mean prior squared error
0.3226
Root mean squared error
0.2871
Root relative squared error
0.89
SciMark benchmark
1335.643
UserCPU time millis
422610
UserCPU time millis testing
2820
UserCPU time millis training
419790