DEVELOPMENT... OpenML
Run
194039

Run 194039

Task 1798 (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
0.4734
Per class
F measure
0.5843
Per class
Kappa
-0.0455
KB relative information score
-219.1177
Mean absolute error
0.4035
Mean prior absolute error
0.2871
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5408
Per class
Predictive accuracy
0.6711
Prior entropy
1.0305
Recall
0.6711
Per class
Relative absolute error
1.4057
Root mean prior squared error
0.3755
Root mean squared error
0.4651
Root relative squared error
1.2388
SciMark benchmark
915.9324
UserCPU time millis
30
UserCPU time millis training
30