DEVELOPMENT... OpenML
Run
194047

Run 194047

Task 1806 (Supervised Classification) haberman 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
0.6032
Per class
F measure
0.6763
Per class
Kappa
0.1168
KB relative information score
-112.7541
Mean absolute error
0.3908
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6838
Per class
Predictive accuracy
0.7333
Prior entropy
0.836
Recall
0.7333
Per class
Relative absolute error
1.002
Root mean prior squared error
0.4412
Root mean squared error
0.4504
Root relative squared error
1.021
SciMark benchmark
1318.1432
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40