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Table 8 LDA Geometric shapes

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

STANDARD, RQA & ESQ LD1 LD2 LD3 LD4
Area −1.1784 e-04 −1.9232 e-04 −1.1059 e-04 1.9359 e-04
Compact 3.4301 e + 00 −2.5118 e + 01 1.1435 e + 01 2.4919 e + 00
Contrast 1.5530 e-06 −3.7785 e-06 −5.2896 e-06 −3.2900 e-06
Eccentricity 7.7392 e + 00 −6.2394 e + 00 −2.3488 e + 00 −5.5377 e-01
HU1 −1.1736 e + 01 5.6397 e + 01 1.5916 e + 01 1.0685 e + 01
Homogeneity −1.7666 e + 01 −2.6344 e + 01 1.4941 e + 00 −2.1289 e + 00
Length Boundary −1.7489 e-02 1.2571 e-02 −5.3791 e-03 1.4207 e-02
Solidity −1.4304 e + 00 3.5787 e + 01 −1.9367 e + 01 4.7933 e + 00
Clustering Coefficient −3.6658 e + 01 −2.5735 e + 01 −3.8500 e + 01 −7.0815 e + 00
Determinism 2.5800 e + 01 −8.5462 e + 01 9.3743 e + 01 5.6418 e + 01
Entropy diagonal Length 1.2321 e + 00 2.4068 e + 00 2.1062 e + 00 −1.3100 e + 00
Laminarity −3.7915 e + 01 1.0449 e + 02 −1.6604 e + 02 −2.3688 e + 02
Longest diagonal Length −1.7489 e-02 1.2571 e-02 −5.3791 e-03 1.4207 e-02
Longest vertical Length −6.1717 e-03 −7.0950 e-03 −4.9047 e-03 −3.3528 e-03
Mean diagonal Length −2.0822 e-01 −7.9261 e-02 −9.9609 e-02 −2.1448 e-01
Recurrence period density 7.2700 e-01 −5.8102 e + 00 3.4804 e + 00 4.6755 e + 00
Recurrence rate 4.2988 e + 01 1.4841 e + 01 −1.8897 e + 01 −4.9004 e + 01
Recurrence time1 7.8288 e + 00 3.4506 e + 00 2.8467 e + 00 −4.5792 e + 01
Recurrence time2 1.3043 e-02 −1.1242 e-01 −4.3600 e-02 −1.3724 e-01
Transitivity 3.0299 e + 01 4.0309 e + 01 6.5165 e + 01 −3.5768 e + 01
Trapping time 2.7737 e-01 2.1055 e-01 2.2561 e-01 3.5996 e-01
Mean size eyes −5.0701 e-04 −5.3573 e-05 −1.5723 e-04 3.5322 e-04
Median pixels in eyes 3.2251 e-04 −4.0013 e-05 −4.4404 e-05 1.2952 e-04
Num eyes 2.0862 e-03 −3.9122 e-03 8.4803 e-03 −1.8939 e-03
Sum pixels in eyes 1.3377 e-04 −1.0762 e-06 4.1416 e-05 −1.6796 e-04
Proportion of Trace 0.6232 0.2984 0.0490 0.0294
  1. Loading coefficients of the linear discriminants using the geometric image set and the STANDARD, RQA and ESQ parameters