UNITVECTOR (Default) |
Scales each row of the dataset to have a unit norm or magnitude of 1. |
X' = X / (sqrt (Σi ϵ [1, n] Xi2)) |
FRACTION |
Scales each row of the dataset to have a sum of 1. This function is useful when the values in each row represent fractions or probabilities and need to add up to 1. |
X' = X / (Σi ϵ [1, n] Xi) |
PERCENTAGE |
Scales each row of the dataset to have a sum of 100. This function is useful when the values in each row represent percentages and need to add up to 100. |
X' = X*100 / (Σi ϵ [1, n] Xi) |
INDEX |
Scales each row of the dataset to a specified range between V and B. |
X' = V + ((X - B) / B) * 100 |