In the aged society to come, a life support technology adapting to the individual condition will become more important. An experiment house with 117 sensors has been developed to study how to evaluate the human stress or health condition from the individual behaviors in an everyday life. The sensing system and the algorithm to extract the change of behaviors depending on the stress or health are described.