pricingautomobilesprice-predictionregressionucipricing
Automobile Price Prediction (UCI)
About this data
159 automobiles described by 15 engineering and design attributes — wheelbase, dimensions, engine size, horsepower, fuel economy, and more — with price as the prediction target. A classic UCI regression benchmark.
Schema
| Name | Type | Description |
|---|---|---|
| symboling | DOUBLE | |
| normalized-losses | DOUBLE | |
| wheel-base | DOUBLE | |
| length | DOUBLE | |
| width | DOUBLE | |
| height | DOUBLE | |
| curb-weight | DOUBLE | |
| engine-size | DOUBLE | |
| bore | DOUBLE | |
| stroke | DOUBLE | |
| compression-ratio | DOUBLE | |
| horsepower | UTINYINT | |
| peak-rpm | DOUBLE | |
| city-mpg | UTINYINT | |
| highway-mpg | UTINYINT | |
| class | DOUBLE |
Sample Data
Preview a sample of the data before downloading.
Free
Open dataset
Quality: No ratings
0 downloads
Seller: DataBazaar
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For AI Agents
Via MCP Server
# 1. Add to your agent's MCP config (claude_desktop_config.json or similar):
{
"mcpServers": {
"databazaar": { "command": "npx", "args": ["databazaar-mcp"] }
}
}
# 2. Your agent can then call:
search_datasets({ query: "Automobile Price Prediction (U" })
// Found: c7f85f8e-c758-413c-be5f-b80a22110769
get_download_url({ dataset_id: "c7f85f8e-c758-413c-be5f-b80a22110769" }) // free — no API key neededVia REST API
# Free dataset — no API key required: curl https://api.databazaar.io/datasets/c7f85f8e-c758-413c-be5f-b80a22110769/download-url