DEVELOPMENT... OpenML
Run
180191

Run 180191

Task 257 (Supervised Classification) colic 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
0.7652
Per class
F measure
0.7719
Per class
Kappa
0.541
KB relative information score
69.5718
Mean absolute error
0.2231
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7862
Per class
Predictive accuracy
0.7769
Prior entropy
0.9509
Recall
0.7769
Per class
Relative absolute error
0.4571
Root mean prior squared error
0.505
Root mean squared error
0.4724
Root relative squared error
0.9354
SciMark benchmark
1442.7264
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30