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POST
/
quantlib
/
ml
/
preprocessing
/
winsorize
Winsorization
curl --request POST \
  --url https://api.fincept.in/quantlib/ml/preprocessing/winsorize \
  --header 'Content-Type: application/json' \
  --header 'X-API-Key: <api-key>' \
  --data '
{
  "data": [
    1.2,
    1.5,
    1.3,
    10,
    1.4,
    1.6,
    0.1
  ],
  "lower": 0.05,
  "upper": 0.95
}
'
{
  "success": true,
  "data": {
    "winsorized": [
      1.2,
      1.5,
      1.3,
      1.6,
      1.4,
      1.6,
      1.2
    ]
  }
}

Authorizations

​
X-API-Key
string
header
required

API key for authentication. Get your key at https://api.fincept.in/auth/register

Body

application/json
​
data
number[]
required

Data to winsorize

Example:
[1.2, 1.5, 1.3, 10, 1.4, 1.6, 0.1]
​
lower
number
default:0.05

Lower percentile bound (0-1)

Example:

0.05

​
upper
number
default:0.95

Upper percentile bound (0-1)

Example:

0.95

Response

Winsorized data

​
success
boolean
Example:

true

​
data
object