DEVELOPMENT... OpenML
Run
194976

Run 194976

Task 4436 (Supervised Classification) visualizing_livestock 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
0.8394
Per class
F measure
0.8691
Per class
Kappa
0.5861
KB relative information score
407.0052
Mean absolute error
0.2035
Mean prior absolute error
0.3135
Number of instances
1300
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.872
Per class
Predictive accuracy
0.8669
Prior entropy
0.7158
Recall
0.8669
Per class
Relative absolute error
0.6491
Root mean prior squared error
0.3941
Root mean squared error
0.3193
Root relative squared error
0.81
SciMark benchmark
906.4475
UserCPU time millis
30
UserCPU time millis training
30