DEVELOPMENT... OpenML
Run
195055

Run 195055

Task 4515 (Supervised Classification) arsenic-male-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
0.691
Per class
F measure
0.9775
Per class
Kappa
0.6935
KB relative information score
-28203.8797
Mean absolute error
0.1424
Mean prior absolute error
0.0837
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
0.9807
Per class
Predictive accuracy
0.9803
Prior entropy
0.2628
Recall
0.9803
Per class
Relative absolute error
1.7016
Root mean prior squared error
0.2027
Root mean squared error
0.176
Root relative squared error
0.8682
SciMark benchmark
932.5646
UserCPU time millis
180
UserCPU time millis testing
10
UserCPU time millis training
170