Detecting touch user interface on a display under partial wet conditions

An electronic device disclosed herein is adapted to determine a location of touch input when liquid is present. The electronic device may include a force detection assembly having force detection units. When a touch input is applied to the display layer, the force detection units generates a differential capacitance that is used to determine a location of the touch input. The electronic device may further include a confidence interval algorithm that uses the location and builds a confidence interval around the location. The electronic device may include a touch input components that can determine whether the liquid is present. The confidence interval algorithm determines whether the liquid is present within the confidence interval and provides an updated location of the touch input. The electronic device further includes a machine learning algorithm designed predict a software application the user intends to select using the touch input.