DEVELOPMENT... OpenML
Run
194097

Run 194097

Task 1914 (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
0.4887
Per class
F measure
0.5873
Per class
Kappa
-0.0148
KB relative information score
-565.4573
Mean absolute error
0.4418
Mean prior absolute error
0.2871
Number of instances
900
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5041
Per class
Predictive accuracy
0.7033
Prior entropy
1.0305
Recall
0.7033
Per class
Relative absolute error
1.5391
Root mean prior squared error
0.3755
Root mean squared error
0.4726
Root relative squared error
1.2587
SciMark benchmark
912.5006
UserCPU time millis
20
UserCPU time millis training
20