---
title: "Point-in-time-correct ML feature matrix (available by arrangement)"
method: GET
path: "/v1/features/{zone}"
---

# Point-in-time-correct ML feature matrix (available by arrangement)

`GET /v1/features/{zone}`

## Request

- Base URL: `https://voltcast.com/api`
- URL: `https://voltcast.com/api/v1/features/{zone}`
- Auth: HTTP bearer

## Path parameters

- `zone` string, required

## Query parameters

- `issue_from` string, date, required
- `issue_to` string, date
- `horizons` string

## Response `200`

Training-ready rows per (issue_day, target 15-min slot): price lags, previous-run weather, drivers, day-ahead load/wind/solar forecasts, ensemble spread + matured target_price label. Anti-lookahead semantics documented per column in meta.columns.

---

[API](https://skmtc.dev/voltcast/apis/voltcast-api.md) · [All operations](https://skmtc.dev/voltcast/apis/voltcast-api/llms.txt) · [OpenAPI document](https://skmtc.dev/voltcast/apis/voltcast-api/revisions/9c39e52e3eed?raw)