Commands model:libsvm/new¶
[ALPHA] Create a ‘new’ instance of a Support Vector Machine model.
POST /v1/commands/¶
GET /v1/commands/:id¶
Request¶
Route
POST /v1/commands/
Body
| name: | model:libsvm/new |
|---|---|
| arguments: | dummy_model_ref : Model
name : unicode (default=None)
|
Headers
Authorization: test_api_key_1
Content-type: application/json
Description
Support Vector Machine [1] is a supervised algorithm used to perform binary classification. A support vector machine constructs a high dimensional hyperplane which is said to achieve a good separation when a hyperplane has the largest distance to the nearest training-data point of any class. This model runs the LIBSVM [2] [3] implementation of SVM. The LIBSVM model is initialized, trained on columns of a frame, used to predict the labels of observations in a frame and used to test the predicted labels against the true labels. During testing, labels of the observations are predicted and tested against the true labels using built-in binary Classification Metrics.
| [1] | https://en.wikipedia.org/wiki/Support_vector_machine |
| [2] | https://www.csie.ntu.edu.tw/~cjlin/libsvm/ |
| [3] | https://en.wikipedia.org/wiki/LIBSVM |
Response¶
Status
200 OK
Body
Returns information about the command. See the Response Body for Get Command here below. It is the same.