DEVELOPMENT... OpenML
Run
194024

Run 194024

Task 1773 (Supervised Classification) autos 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
0.872
Per class
F measure
0.6756
Per class
Kappa
0.5821
KB relative information score
577.3605
Mean absolute error
0.1139
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6745
Per class
Predictive accuracy
0.679
Prior entropy
2.3268
Recall
0.679
Per class
Relative absolute error
0.5156
Root mean prior squared error
0.3318
Root mean squared error
0.2628
Root relative squared error
0.7922
SciMark benchmark
908.2231
UserCPU time millis
440
UserCPU time millis training
440