Content This is "Sample Insurance Claim Prediction Dataset" which based on "[Medical Cost Personal Datasets][1]" to update sample value on top. age : age of policyholder sex: gender of policy holder (female=0, male=1) bmi: Body mass index, providing an understanding of body, weights that are relatively high or low relative to height, objective index of body weight (kg / m ^ 2) using the ratio of height to weight, ideally 18.5 to 25 steps: average walking steps per day of policyholder children: number of children / dependents of policyholder smoker: smoking state of policyholder (non-smoke=0;smoker=1) region: the residential area of policyholder in the US (northeast=0, northwest=1, southeast=2, southwest=3) charges: individual medical costs billed by health insurance insuranceclaim: yes=1, no=0