DEVELOPMENT... OpenML
Run
180199

Run 180199

Task 264 (Supervised Classification) postoperative-patient-data Uploaded 25-02-2015 by Felicia West
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Flow

weka.NNge(3)Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
weka.NNge(3)_G5
weka.NNge(3)_I5

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
0.372
Per class
F measure
0.4917
Per class
Kappa
-0.2464
KB relative information score
-8.154
Mean absolute error
0.3448
Mean prior absolute error
0.2798
Number of instances
29
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5013
Per class
Predictive accuracy
0.4828
Prior entropy
1.0305
Recall
0.4828
Per class
Relative absolute error
1.2323
Root mean prior squared error
0.3657
Root mean squared error
0.5872
Root relative squared error
1.6057
SciMark benchmark
1315.395
UserCPU time millis
10
UserCPU time millis testing
10