A system for controlling a brake force of a brake system of a vehicle, the system comprising: an electronic control unit including a controller; a plurality of sensors in electronic communication with the controller, each of the sensors transmitting sensor data to the controller; a user interface and a driver recognition system in electronic communication with the controller, the user interface is integrated into an audio video system of the vehicle, a climate control system of the vehicle, or a component that is independent from the vehicle; and a computer readable memory storing instructions that, when executed by the controller, cause the controller to: evaluate driver identification data received from the driver recognition system and driver preference data received from a driver via the user interface, the driver preference data including brake pedal parameters, evaluate the sensor data received from the sensors, classify and select a driver or a driving pattern class based at least in part on the sensor data received from the plurality of sensors, execute a control algorithm to determine a driver dependent brake force based on the driver preference data, the driver identification data, and at least one of the selected driver or driving pattern class, and regulate the brake force of the brake system based on the driver dependent brake force. an electronic control unit including a controller; a plurality of sensors in electronic communication with the controller, each of the sensors transmitting sensor data to the controller; a user interface and a driver recognition system in electronic communication with the controller, the user interface is integrated into an audio video system of the vehicle, a climate control system of the vehicle, or a component that is independent from the vehicle; and a computer readable memory storing instructions that, when executed by the controller, cause the controller to: evaluate driver identification data received from the driver recognition system and driver preference data received from a driver via the user interface, the driver preference data including brake pedal parameters, evaluate the sensor data received from the sensors, classify and select a driver or a driving pattern class based at least in part on the sensor data received from the plurality of sensors, execute a control algorithm to determine a driver dependent brake force based on the driver preference data, the driver identification data, and at least one of the selected driver or driving pattern class, and regulate the brake force of the brake system based on the driver dependent brake force. evaluate driver identification data received from the driver recognition system and driver preference data received from a driver via the user interface, the driver preference data including brake pedal parameters, evaluate the sensor data received from the sensors, classify and select a driver or a driving pattern class based at least in part on the sensor data received from the plurality of sensors, execute a control algorithm to determine a driver dependent brake force based on the driver preference data, the driver identification data, and at least one of the selected driver or driving pattern class, and regulate the brake force of the brake system based on the driver dependent brake force.