PhysiologicalNeedsSimulationDataset
Description
This dataset describes a simulation of sensors in the patient's room. Time : this feature indicates the real time. Room Temperature : indicates the inside temperature of the room. According to the standards \cite{chambremalade}, it must be between 18 and 20 degrees whatever the season. Outdoor temperature : measures the instantaneous temperature of the exterior. Room brightness : gives the interior brightness of the room. This value can be between 0 and 100. state_window : The window can be categorized into two possible states: either closed (value between [0..1]) or open (value between [1..2]). The bed's state : the bed has three different states: either completely low (between[0.1]), intermediate (between[1.2]) or completely high (between[2.3]). real_action : indicates the real action that the intelligent assistant should take for a given situation. The file "8actions_DS.csv" is the dataset used for training the model. The two files "Test2.csv" and "Test_DS" are used for test.