Get ALL Cached Models

This is the process of checking all details.

Method: GET Authorization: NO

https://engine.raccoon-ai.io/api/v1/explore/ml/cached/get-all

Reponse Body

Key	Data Type	Description
id	string	Project identification number
user_id	string	User identification number
model_path	string	Saved path for the model
features	list	Set of features
targets	list	Set of targets
algo_type	string	Algorithem type
types_map	json	Types of the features selected
project_id	string	Unique project identiication number
train_accu	float	Accuracy of the trained model (between 0-1)
dataset	json	The prediction dataset
permanent_save	bool	Indiacating whether permently saved or not
created_ts	datetime	Created time of the project
updated_ts	datetime	If updated, updated time of the project
hyper_params	json	The hyper parameters used for the model
gen_at	datetime	The time of this request made

Types

{
    {
  "id": <string>,
  "user_id": <string>,
  "model_path":<string>,
  "features": <list>,
  "targets": <list>,
  "algo_type": <string>,
  "types_map": <json>,
  "project_id": <string>,
  "train_accu": <float>,
  "test_accu": <float>,
  "dataset": <string>,
  "permanent_save": <bool>,
  "created_ts": <datatime>,
  "updated_ts": <datatime>,
  "hyper_params": <json>
    },
    "gen_at": <datetime>
}

Sample

{
    "success": true,
    "msg": "Model fetched",
    "error_code": null,
    "result": [
        {
            "id": "e792ae43-9055-40ae-8e91-70080b6e99f0",
            "user_id": "7f7c0c39-0930-43f2-81a3-29e3cffecaa4",
            "model_path": "/home/navi/CODE/Raccoon-AI-Engine/app/storage/cached_ml/7f7c0c39-0930-43f2-81a3-29e3cffecaa4/models/e792ae43-9055-40ae-8e91-70080b6e99f0.jlb",
            "features": [
                "R&D Spend",
                "Administration",
                "Marketing Spend",
                "State"
            ],
            "targets": [
                "Profit"
            ],
            "algo_type": "Multiple Linear Regressor",
            "types_map": {
                "R&D Spend": "float64",
                "Administration": "float64",
                "Marketing Spend": "float64",
                "State": "object",
                "Profit": "float64"
            },
            "project_id": "Project1-96507",
            "train_accu": 0.9424153873982086,
            "test_accu": 0.9649827631091707,
            "dataset": null,
            "permanent_save": false,
            "created_ts": "2023-03-16T15:17:03.479329",
            "updated_ts": "2023-03-16T15:17:03.479333",
            "hyper_params": null
        },
        ...
    ],
    "gen_at": "2023-06-08T07:21:50.963629"
}