𝔖 Bobbio Scriptorium
✦   LIBER   ✦

The evaluation of classification techniques

✍ Scribed by David J. Strauss

Book ID
112927839
Publisher
Springer-Verlag
Year
1977
Weight
581 KB
Volume
28
Category
Article
ISSN
0041-0241

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The improvement of SIMCA classification
The improvement of SIMCA classification by using kernel density estimation : Part 1. A new probabilistic classification technique and how to evaluate such a technique
✍ Hilko van der Voet; Durk A. Doornbos πŸ“‚ Article πŸ“… 1984 πŸ› Elsevier Science 🌐 English βš– 661 KB

One of the disadvantages of SIMCA pattern recognition is its inability to produce probabilistic classifications. Attempts to correct this involve distributional assumptions. It appears that SIMCA can handle the residual error terms efficiently, but that inside the class model subspace a crude trunca