DEVELOPMENT... OpenML
Run
200988

Run 200988

Task 1914 (Supervised Classification) postoperative-patient-data Uploaded 27-02-2015 by Felicia West
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_Atrue

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
0.3327
Per class
F measure
0.5834
Per class
Kappa
-0.0292
KB relative information score
-75.5989
Mean absolute error
0.2971
Mean prior absolute error
0.2871
Number of instances
900
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5024
Per class
Predictive accuracy
0.6956
Prior entropy
1.0305
Recall
0.6956
Per class
Relative absolute error
1.0351
Root mean prior squared error
0.3755
Root mean squared error
0.4212
Root relative squared error
1.1217
SciMark benchmark
1324.8395