Run
181047

Run 181047

Task 4338 (Supervised Classification) analcatdata_apnea1 Uploaded 25-02-2015 by Joaquin Vanschoren
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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
0.8151
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9226
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6493
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2671.3193
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0762
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.225
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4750
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9217
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9238
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9238
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3387
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2761
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8251
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1280.6952
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)