Table 3 Results of Experiment 3

From: Chromosome Identification Using Hidden Markov Models: Comparison with Neural Networks, Singular Value Decomposition, Principal Components Analysis, and Fisher Discriminant Analysis

Truncated sequences

Phi

Edi

Cph

 

%

HMM, 2 differences

a70

a74

a89

Rank 24 SVD, 2 differences

52

55

48

PCA, 2 differences

36

46

32

NN, 1 differenceb

35

43

45

  1. aBest performances.
  2. bIn this experiment, NN with 1 difference performed slightly better than NN with 2 differences.
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