Table 1.
Model | Predictor | Baseline model | Full model | Coefficient for DeepSpaCE | ||
---|---|---|---|---|---|---|
Adjusted R2 | Adjusted R2 | Beta | SE | P-value | ||
Teacher model | Mean RGB | 0.306 | 0.306 | 0.0736 | 0.328 | 0.822 |
Brightness | 0.220 | 0.245 | 2.45 | 0.295 | 1.98E−16 | |
log(totalUMI) | 0.076 | 0.214 | 4.63 | 0.246 | 8.31E−73 | |
Student model | Mean RGB | 0.306 | 0.357 | 0.468 | 0.0371 | 4.55E−35 |
Brightness | 0.220 | 0.358 | 0.569 | 0.0274 | 8.04E−87 | |
log(totalUMI) | 0.076 | 0.389 | 0.664 | 0.0207 | 6.86E−182 |
The table shows the adjusted R-squared value of the baseline model, adjusted R-squared value in the full model, and beta, SE, and P-value of coefficient for DeepSpaCE.
The values were calculated using mean RGB values, brightness, and log(total UMI) in the teacher model and student 4 model.