DEVELOPMENT... OpenML
Run
194641

Run 194641

Task 3865 (Supervised Classification) ipums_la_98-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
0.7278
Per class
F measure
0.8508
Per class
Kappa
0.0496
KB relative information score
-7052.6785
Mean absolute error
0.2261
Mean prior absolute error
0.1891
Number of instances
7485
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8562
Per class
Predictive accuracy
0.8945
Prior entropy
0.4871
Recall
0.8945
Per class
Relative absolute error
1.1958
Root mean prior squared error
0.3074
Root mean squared error
0.3368
Root relative squared error
1.0955
SciMark benchmark
938.343
UserCPU time millis
11870
UserCPU time millis testing
70
UserCPU time millis training
11800