Run
180312

Run 180312

Task 1919 (Supervised Classification) sonar 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
0.6875
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.69
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3764
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
785.5865
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3091
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2080
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
0.6903
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6909
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6909
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6211
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.556
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1145
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
825.5282
UserCPU time millis
60
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10 times 10-fold Crossvalidation)