DEVELOPMENT... OpenML
Run
194036

Run 194036

Task 1795 (Supervised Classification) credit-g 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
0.7625
Per class
F measure
0.7321
Per class
Kappa
0.3453
KB relative information score
1047.0932
Mean absolute error
0.3247
Mean prior absolute error
0.4202
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7291
Per class
Predictive accuracy
0.742
Prior entropy
0.8818
Recall
0.742
Per class
Relative absolute error
0.7728
Root mean prior squared error
0.4583
Root mean squared error
0.4178
Root relative squared error
0.9117
SciMark benchmark
915.9324
UserCPU time millis
530
UserCPU time millis training
530