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 |