Neighborhood Preservation in Nonlinear Projection Methods¶
Venna, J., & Kaski, S. (2001). Neighborhood Preservation in Nonlinear Projection Methods: An Experimental Study. Artificial Neural Networks — ICANN 2001.
Cited by¶
2 citations across 2 artifacts.
Each citation links to the sentence it supports in the citing article.
Mechanisms¶
- Neighborhood Preservation Probe
- It formalizes what metrics like trustworthiness and continuity
This sourceProvides complementary quantitative measures for false display neighbours and for original neighbours lost in projection.
- It formalizes what metrics like trustworthiness and continuity
- Neighborhood Trustworthiness and Continuity Metric
- The discipline is to report both, always with K, and ideally across a sweep of K so the reader sees at which scale the map holds.
This sourceDocuments paired neighborhood-preservation metrics whose results depend on and should be inspected across k.
- The discipline is to report both, always with K, and ideally across a sweep of K so the reader sees at which scale the map holds.
Verification¶
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Registry ID ref:03c800a370e0 · see in the full table