Table 3 Manual time series features (TmF)
Feature representation | Feature meaning |
|---|---|
Time_in_range/std | Time span/standard deviation of entry |
Time_to_range/std | Time span/standard deviation of out |
Time_range/std | Total time span/standard deviation |
value_in_sum/max/min/mean/std | Sum/maximum/minimum/mean/standard deviation of entered amount |
value_to_sum/max/min/mean/std | Sum/maximum/minimum/mean/standard deviation of outgoing amount |
value_sum/max/min/mean/std | Total amount/maximum/minimum/mean/standard deviation |
fee_in_sum/max/min/mean/std | Sum/maximum/minimum/mean/standard deviation of entered expenses |
fee_to_sum/max/min/mean/std | Sum/maximum/minimum/mean/standard deviation of outgoing expenses |
fee_sum/max/min/mean/std | Total expenses sum/maximum/minimum/mean/standard deviation |
sender/receiver_balances_in _sum/max/min/mean/std | Incoming sender/receiver balance Sum/Max/Min/Mean/Standard Deviation |
sender/receiver_balance_to _sum/max/min/mean/std | Outgoing sender/receiver balance Sum/Max/Min/Mean/Standard Deviation |
sender/receiver_balances _sum/max/min/mean/std | Total sender/receiver balance Sum/Max/Min/Mean/Standard Deviation |