DEVELOPMENT... OpenML
Run
100294

Run 100294

Task 264 (Supervised Classification) postoperative-patient-data Uploaded 08-12-2014 by Felicia West
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Flow

weka.Logistic(3)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(3)_R1.0E-8
weka.Logistic(3)_M-1

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.

21 Evaluation measures

Area under ROC curve
0.4429
Per class
Build CPU time
0.006
Build memory
471199936
F measure
0.5726
Per class
Kappa
-0.0675
KB relative information score
-5.0007
Mean absolute error
0.3195
Mean prior absolute error
0.2798
Number of instances
29
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5727
Per class
Predictive accuracy
0.5862
Prior entropy
1.0305
Recall
0.5862
Per class
Relative absolute error
1.1417
Root mean prior squared error
0.3657
Root mean squared error
0.4635
Root relative squared error
1.2674
SciMark benchmark
942.9279