From: Deriving image features for autonomous classification from time-series recurrence plots
STANDARD | Annelida | Appendicularia | Bacillariophyceae | Cnidaria | Crustacea | Dinoflagellata | Marine snow | Mollusca | Vertebrata | Prediction success |
---|---|---|---|---|---|---|---|---|---|---|
Annelida | 15 | 1 | 0 | 2 | 30 | 0 | 0 | 0 | 2 | 0.30 |
Appendicularia | 0 | 37 | 0 | 0 | 8 | 1 | 0 | 0 | 4 | 0.74 |
Bacillariophyceae | 0 | 0 | 34 | 0 | 8 | 16 | 37 | 5 | 0 | 0.34 |
Cnidaria | 8 | 9 | 0 | 29 | 8 | 2 | 3 | 1 | 0 | 0.48 |
Crustacea | 21 | 2 | 6 | 4 | 455 | 0 | 15 | 4 | 3 | 0.89 |
Dinoflagellata | 0 | 1 | 3 | 0 | 0 | 38 | 0 | 3 | 0 | 0.84 |
Marine snow | 4 | 2 | 23 | 0 | 103 | 0 | 18 | 0 | 0 | 0.12 |
Mollusca | 0 | 0 | 8 | 0 | 6 | 3 | 2 | 9 | 0 | 0.32 |
Vertebrata | 3 | 10 | 0 | 0 | 8 | 0 | 0 | 0 | 4 | 0.16 |
Model | 0.628 | |||||||||
RQA | ||||||||||
Annelida | 5 | 1 | 0 | 15 | 29 | 0 | 0 | 0 | 0 | 0.10 |
Appendicularia | 0 | 24 | 0 | 0 | 23 | 0 | 0 | 0 | 3 | 0.48 |
Bacillariophyceae | 0 | 0 | 35 | 0 | 22 | 26 | 12 | 5 | 0 | 0.35 |
Cnidaria | 6 | 2 | 0 | 13 | 33 | 0 | 0 | 0 | 6 | 0.22 |
Crustacea | 7 | 6 | 10 | 16 | 432 | 0 | 28 | 0 | 11 | 0.85 |
Dinoflagellata | 0 | 0 | 12 | 0 | 6 | 22 | 4 | 1 | 0 | 0.49 |
Marine snow | 0 | 0 | 14 | 3 | 107 | 8 | 17 | 1 | 0 | 0.11 |
Mollusca | 0 | 0 | 4 | 0 | 19 | 2 | 3 | 0 | 0 | 0.00 |
Vertebrata | 0 | 8 | 0 | 1 | 4 | 0 | 0 | 0 | 12 | 0.48 |
Model | 0.550 | |||||||||
STANDARD & RQA | ||||||||||
Annelida | 22 | 1 | 0 | 3 | 24 | 0 | 0 | 0 | 0 | 0.44 |
Appendicularia | 0 | 39 | 0 | 0 | 6 | 0 | 0 | 0 | 5 | 0.78 |
Bacillariophyceae | 1 | 0 | 48 | 0 | 3 | 20 | 20 | 8 | 0 | 0.48 |
Cnidaria | 10 | 1 | 1 | 39 | 5 | 0 | 1 | 2 | 1 | 0.65 |
Crustacea | 18 | 3 | 6 | 2 | 437 | 0 | 33 | 7 | 4 | 0.86 |
Dinoflagellata | 0 | 1 | 3 | 0 | 0 | 34 | 0 | 7 | 0 | 0.76 |
Marine snow | 2 | 2 | 20 | 1 | 86 | 1 | 33 | 5 | 0 | 0.22 |
Mollusca | 0 | 0 | 5 | 0 | 6 | 2 | 4 | 11 | 0 | 0.39 |
Vertebrata | 1 | 7 | 0 | 0 | 7 | 0 | 0 | 0 | 10 | 0.40 |
Model | 0.661 | |||||||||
STANDARD & RQA & ESQ | ||||||||||
Annelida | 24 | 1 | 0 | 3 | 22 | 0 | 0 | 0 | 0 | 0.48 |
Appendicularia | 0 | 40 | 0 | 0 | 5 | 0 | 0 | 0 | 5 | 0.80 |
Bacillariophyceae | 1 | 0 | 47 | 0 | 2 | 21 | 22 | 7 | 0 | 0.47 |
Cnidaria | 6 | 1 | 0 | 36 | 6 | 0 | 4 | 4 | 3 | 0.60 |
Crustacea | 19 | 4 | 5 | 2 | 436 | 0 | 30 | 7 | 7 | 0.85 |
Dinoflagellata | 0 | 1 | 3 | 0 | 0 | 33 | 0 | 8 | 0 | 0.73 |
Marine snow | 2 | 2 | 19 | 1 | 89 | 1 | 31 | 5 | 0 | 0.20 |
Mollusca | 0 | 0 | 4 | 0 | 5 | 2 | 5 | 12 | 0 | 0.43 |
Vertebrata | 1 | 7 | 0 | 0 | 6 | 0 | 0 | 0 | 11 | 0.44 |
Model | 0.658 |