DEVELOPMENT... OpenML
Run
195061

Run 195061

Task 4519 (Supervised Classification) arsenic-male-lung 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
1
Per class
F measure
1
Per class
Kappa
1
KB relative information score
-69166.2561
Mean absolute error
0.1192
Mean prior absolute error
0.0471
Number of instances
5590
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
1
Per class
Predictive accuracy
1
Prior entropy
0.1684
Recall
1
Per class
Relative absolute error
2.5335
Root mean prior squared error
0.1507
Root mean squared error
0.1192
Root relative squared error
0.7909
SciMark benchmark
932.5646
UserCPU time millis
180
UserCPU time millis training
180