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POST
/
quantlib
/
ml
/
clustering
/
kmeans
K-Means Clustering
curl --request POST \
  --url https://api.fincept.in/quantlib/ml/clustering/kmeans \
  --header 'Content-Type: application/json' \
  --header 'X-API-Key: <api-key>' \
  --data '
{
  "X": [
    [
      1.2,
      0.5
    ],
    [
      1.3,
      0.6
    ],
    [
      5.1,
      4.8
    ],
    [
      5.3,
      4.9
    ]
  ],
  "n_clusters": 2,
  "max_iter": 100
}
'
{
  "success": true,
  "data": {
    "labels": [
      0,
      0,
      1,
      1
    ],
    "n_clusters": 2,
    "inertia": 0.345
  }
}

Authorizations

​
X-API-Key
string
header
required

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

Body

application/json
​
X
number[][]
required

Feature matrix (e.g., customer characteristics, risk factors)

Example:
[
  [1.2, 0.5],
  [1.3, 0.6],
  [5.1, 4.8],
  [5.3, 4.9]
]
​
n_clusters
integer
default:3

Number of clusters

Example:

2

​
max_iter
integer
default:100

Maximum iterations

Example:

100

Response

K-Means clustering results

​
success
boolean
Example:

true

​
data
object