DEVELOPMENT... OpenML
Run
194275

Run 194275

Task 2939 (Supervised Classification) satimage 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
0.9807
Per class
F measure
0.8507
Per class
Kappa
0.8226
KB relative information score
52515.6098
Mean absolute error
0.0659
Mean prior absolute error
0.2701
Number of instances
64300
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8485
Per class
Predictive accuracy
0.8571
Prior entropy
2.4836
Recall
0.8571
Per class
Relative absolute error
0.2439
Root mean prior squared error
0.3675
Root mean squared error
0.1812
Root relative squared error
0.4932
SciMark benchmark
1034.1273
UserCPU time millis
9500
UserCPU time millis testing
20
UserCPU time millis training
9480