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Table 15 LDA Plankton images

From: Deriving image features for autonomous classification from time-series recurrence plots

Analyses Hyper-plane side LD1 LD2 LD3 LD4
STANDARD - - Eccentricity - Homogeneity - Homogeneity - HU1
- Homogeneity
+ - HU1 - HU1 - Compact - Compact
- HU1
RQA - - Laminarity - Entropy Diagonal length - Clustering coefficient - Laminarity
- Transitivity - Transitivity - Laminarity
+ - Determinism - Clustering coefficient - Determinism - Determinism
- Laminarity - Transitivity - Recurrence rate
- Recurrence period density
- Determinism
- Recurrence rate
STANDARD & RQA - - Determinism - Determinism - Transitivity - Clustering coefficient
- Homogeneity - HU1 - Laminarity - Laminarity
+ - HU1 - Homogeneity - HU1 - Determinism
- Transitivity - Compact
- Laminarity
STANDARD & RQA & ESQ - - Determinism - Determinism - - HU1 - Determinism
- Homogeneity - HU1 - Homogeneity - HU1
- Compact
+ - HU1 - Transitivity - Laminarity - Clustering coefficient
- Laminarity - Laminarity - Laminarity
- Homogeneity
  1. Importance of features included in LDA. Features were considered to be important when their loading reached at least 10 % of the maximum loading on the respective side of the hyperplane, defined by the respective root