DEVELOPMENT... OpenML
Run
195057

Run 195057

Task 4517 (Supervised Classification) arsenic-female-bladder 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
0.7126
Per class
F measure
0.8278
Per class
Kappa
0.1907
KB relative information score
-841.276
Mean absolute error
0.2342
Mean prior absolute error
0.2462
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
0.8486
Per class
Predictive accuracy
0.8682
Prior entropy
0.5956
Recall
0.8682
Per class
Relative absolute error
0.9514
Root mean prior squared error
0.3502
Root mean squared error
0.3304
Root relative squared error
0.9434
SciMark benchmark
932.5646
UserCPU time millis
240
UserCPU time millis testing
10
UserCPU time millis training
230