DEVELOPMENT... OpenML
Run
195067

Run 195067

Task 4528 (Supervised Classification) postoperative-patient-data 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
0.49
Per class
F measure
0.5873
Per class
Kappa
-0.0154
KB relative information score
-334.8404
Mean absolute error
0.5009
Mean prior absolute error
0.4128
Number of instances
900
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5041
Per class
Predictive accuracy
0.7033
Prior entropy
0.8732
Recall
0.7033
Per class
Relative absolute error
1.2133
Root mean prior squared error
0.4533
Root mean squared error
0.5031
Root relative squared error
1.11
SciMark benchmark
1339.3974
UserCPU time millis
10
UserCPU time millis training
10