Optimize k-means clustering
Schedules an asynchronous job that searches for the best k-means `k` within a given range for the project. Note there is **no `{model}` path segment** — this operates on the project as a whole, not a specific existing model. The request body is an `MLContext` object.
Schedules an asynchronous job that searches for the best k-means k
within a given range for the project. Note there is no {model}
path segment — this operates on the project as a whole, not a
specific existing model. The request body is an MLContext object.
Authorization
SymetryMLAuth HMAC-SHA256 signature-based authentication: requests are signed with
your secret key and sent with the Customer-ID, Sym-date,
Authorization, Content-MD5 and sym-version headers.
See SymetryML REST API Security
for the signature algorithm and a complete example.
In: header
Path Parameters
User/Customer identifier
Project identifier
Request Body
application/json
TypeScript Definitions
Use the request body type in TypeScript.
Response Body
application/json
application/json
curl -X POST "https://example.com/c1/projects/nbra_prj_iris/kmeansOptimize" \ -H "Content-Type: application/json" \ -d '{ "extraParameters": { "kmeans_k_min": "2", "kmeans_k_max": "10", "kmeans_max_iterations": "1000" } }'{ "statusCode": 202, "statusString": "Job Created", "values": {}}{ "statusCode": 400, "statusString": "kmeans_k_min not specified", "values": {}}Build machine learning model POST
Build various types of machine learning models, including LDA, LSVM, LSVR, MLR, and third-party models. Supports attribute range specifications, SVD reduction, and various model types. The request body is an `MLContext` object. `ghmm` and `chmm` additionally require a `sequence`-type project, and pass the attribute name as a literal string inside `inputAttributes`/`targets` rather than `inputAttributeNames`/`targetAttributeNames`.
Delete EVT wrapper DELETE
Removes a previously-created EVT wrapper from a model, so its `predict` responses go back to just the raw score. Synchronous, no request body.