Example of GP real-time interpolation applied to simulated light curves. A solid vertical line divides the light curve into segments for early classification (left) and full classification (right). Each band’s mean GP flux prediction is shown as a solid line, surrounded by a shaded contour indicating the one-standard-deviation uncertainty in the flux prediction. The GP model produces relatively consistent interpolation but performs poorly in forecasting future data points.