Name
Title | ||
|---|---|---|
Instability of the decision surfaces of the Nearest Neighbour and Potential Function Classifiers |
Abstract | ||
|---|---|---|
Under certain conditions the performance of a Nearest Neighbour Classifier is critically dependent upon the values of its stored parameters. Other classifiers, including the Potential Function Classifier suffer from a similar disadvantage. |
Year | DOI | Venue |
|---|---|---|
1973 | 10.1016/0020-0255(73)90012-1 | Information Sciences |
Field | DocType | Volume |
Nearest neighbour,Pattern recognition,Instability,Artificial intelligence,Classifier (linguistics),Machine learning,Mathematics | Journal | 5 |
ISSN | Citations | PageRank |
0020-0255 | 0 | 0.34 |
References | Authors | |
2 | 1 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Bruce G. Batchelor | 1 | 15 | 3.47 |