Table 4 Logistic regression results for classifying normal (NSS) versus alarmed (SS) behavior given the average speed, duration of immobility, and Intra-Individual BDD (IIBDD), respectively. Regression outputs less than 0.5 are classified as NSS and those greater than 0.5 are classified as SS. Incorrect classifications are indicated with bold font.
From: Computational geometric tools for quantitative comparison of locomotory behavior
Subject | Speed Classification | Immobility Classification | IIBDD Classification |
|---|---|---|---|
NSS 01 | NSS (0.189) | NSS (0.069) | NSS (0.065) |
NSS 02 | NSS (0.222) | NSS (0.074) | SS (0.754) |
NSS 03 | SS (0.764) | SS (0.658) | NSS (0.437) |
NSS 04 | NSS (0.218) | NSS (0.137) | NSS (0.152) |
NSS 05 | SS (0.760) | SS (0.804) | NSS (0.411) |
NSS 06 | NSS (0.209) | NSS (0.045) | NSS (0.063) |
NSS 07 | NSS (0.309) | NSS (0.080) | NSS (0.038) |
NSS 08 | NSS (0.029) | NSS (0.056) | NSS (0.009) |
NSS 09 | NSS (0.141) | NSS (0.052) | NSS (0.032) |
NSS 10 | NSS (0.251) | NSS (0.074) | NSS (0.009) |
NSS 11 | NSS (0.147) | NSS (0.045) | NSS (0.006) |
NSS 12 | SS (0.593) | NSS (0.120) | NSS (0.447) |
NSS 13 | SS (0.591) | NSS (0.347) | NSS (0.257) |
NSS 14 | SS (0.523) | NSS (0.267) | SS (0.806) |
NSS 15 | NSS (0.119) | NSS (0.049) | NSS (0.031) |
NSS 16 | NSS (0.108) | NSS (0.074) | NSS (0.193) |
NSS 17 | NSS (0.332) | NSS (0.056) | NSS (0.085) |
NSS 18 | NSS (0.118) | NSS (0.056) | NSS (0.297) |
SS 01 | SS (0.507) | SS (0.998) | SS (0.988) |
SS 03 | SS (0.866) | SS (1.000) | SS (0.889) |
SS 04 | NSS (0.380) | SS (0.791) | SS (0.966) |
SS 05 | SS (0.864) | SS (0.998) | SS (1.000) |
SS 06 | SS (0.960) | SS (1.000) | SS (0.613) |
SS 07 | SS (0.636) | SS (0.874) | SS (0.847) |
SS 08 | NSS (0.405) | SS (0.952) | NSS (0.323) |
SS 09 | SS (0.816) | SS (0.927) | SS (0.518) |
SS 10 | NSS (0.140) | NSS (0.188) | SS (0.534) |
SS 14 | SS (0.757) | NSS (0.493) | SS (0.635) |
SS 15 | SS (0.782) | SS (0.998) | SS (0.993) |
SS 16 | SS (0.872) | SS (1.000) | SS (1.000) |
SS 17 | SS (0.779) | SS (0.813) | SS (0.986) |
SS 20 | SS (0.907) | SS (1.000) | NSS (0.266) |
SS 21 | NSS (0.132) | NSS (0.200) | SS (1.000) |
SS 22 | SS (0.962) | SS (1.000) | SS (1.000) |
SS 23 | SS (0.970) | SS (1.000) | SS (1.000) |
SS 24 | SS (0.607) | SS (0.512) | NSS (0.349) |
Accuracy | 75% | 86% | 86% |
