DEVELOPMENT... OpenML
Run
195175

Run 195175

Task 4586 (Supervised Classification) ipums_la_99-small Uploaded 26-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8769
Per class
F measure
0.9128
Per class
Kappa
0.1119
KB relative information score
-49458.2004
Mean absolute error
0.1068
Mean prior absolute error
0.1203
Number of instances
88440
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9126
Per class
Predictive accuracy
0.936
Prior entropy
0.3444
Recall
0.936
Per class
Relative absolute error
0.8875
Root mean prior squared error
0.2452
Root mean squared error
0.232
Root relative squared error
0.9464
SciMark benchmark
1318.1432
UserCPU time millis
16890
UserCPU time millis testing
100
UserCPU time millis training
16790