Page 227 - Introduction to Statistical Pattern Recognition
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5 Parameter Estimation 209
TABLE 5-6
QUADRATIC CLASSIFIER DEGRADATION FOR DATA I-I (%)
n
4 8 16 32 64
14.50 16.89 21.15 30.67 48.94
3 16.68 20.4 1 22.04 26.73 31.31
3.5 1 2.35 2.89 1.95 1.33
12.70 14.14 16.91 22.40 33.36
5 14.03 16.40 17.34 20.8 1 25.54
2.1 1 1.86 0.9 1 0.57 0.74
11.35 12.07 13.45 16.20 2 1.68
k IO 11.52 12.40 13.66 15.73 19.34
0.8 1 0.6 1 0.70 0.54 0.85
10.67 11.03 11.73 13.10 15.84
20 10.77 11.05 11.90 13.93 15.13
0.2 1 0.23 0.5 1 0.22 0.32
10.34 10.52 10.86 11.55 12.92
40 10.37 10.57 10.87 11.50 12.75
0.24 0.13 0.13 0.13 0.18
(5.82)
(5.83)
