sixteen

This activity is similar to the previous one.  The difference is that only two classes are used for each instance and LDA classification is used.  . 

Here, the same samples used in the previous activity are utilized here and are shown below.

Figure 1. Class: 1-peso coin

Figure 2. Class: 25-cent coin

Figure 3. Class: Chiz Curlz

Figure 4. Class: Piattos

Shown below are the accuracy results, in percent of the LDA classification of two classes.  Only when the coins are compared side-by-side does the LDA classification not have a 100% accuracy rate.  This may be due to the fact that the general shape and structure of the two classes are very similar.

Table 1. Results of the LDA classification between classes

Class 1	Class 2	Accuracy
1-peso	25-cents	90
1-peso	Chiz Curlz	100
1-peso	Piattos	100
25-cents	Chiz Curlz	100
25-cents	Piattos	100
Chiz Curlz	Piattos	100

Over-all grade: 9/10

REFERENCES:
1. A19 – Probabilistic Classification, Applied Physics 186 Manual
2. Pattern Recognition 2, prepared by Dr. S. Marcos