DEVELOPMENT... OpenML
Run
194961

Run 194961

Task 4422 (Supervised Classification) analcatdata_gsssexsurvey 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
0.5226
Per class
F measure
0.7081
Per class
Kappa
0.0702
KB relative information score
-541.8666
Mean absolute error
0.404
Mean prior absolute error
0.3453
Number of instances
1590
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7188
Per class
Predictive accuracy
0.778
Prior entropy
0.7667
Recall
0.778
Per class
Relative absolute error
1.17
Root mean prior squared error
0.4143
Root mean squared error
0.4511
Root relative squared error
1.0887
SciMark benchmark
915.6729
UserCPU time millis
30
UserCPU time millis training
30