DEVELOPMENT... OpenML
Run
193967

Run 193967

Task 241 (Supervised Classification) balance-scale Uploaded 26-02-2015 by Felicia West
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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
0.9668
Per class
F measure
0.7899
Per class
Kappa
0.6851
KB relative information score
147.3693
Mean absolute error
0.1283
Mean prior absolute error
0.3857
Number of instances
206
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8545
Per class
Predictive accuracy
0.8252
Prior entropy
1.3212
Recall
0.8252
Per class
Relative absolute error
0.3326
Root mean prior squared error
0.4424
Root mean squared error
0.2554
Root relative squared error
0.5772
SciMark benchmark
938.9967
UserCPU time millis
170
UserCPU time millis training
170