scientificconcept-driftdata-streambenchmarksynthetic-dataclassification

SEA Concept-Drift Stream — 1M Synthetic Samples

Category
Scientific
Records
1,000,000 rows
Format
PARQUET
Update Frequency
One-time snapshot
Collection Method
uploaded
PII
None detected
File Size
~23.85 MB
Downloads
0

About this data

A 1,000,000-row synthetic data stream from the classic SEA generator, with three numeric attributes and a binary class label. A standard benchmark for evaluating concept-drift detection and streaming classifiers.

Schema

NameTypeDescription
attrib1DOUBLE
attrib2DOUBLE
attrib3DOUBLE
classVARCHAR

Sample Data

Preview a sample of the data before downloading.

Free

Open dataset

Quality: No ratings
0 downloads
Seller: DataBazaar
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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: "SEA Concept-Drift Stream — 1M " })
// Found: c449f571-9b89-4e7c-883b-d2388118ba61
get_download_url({ dataset_id: "c449f571-9b89-4e7c-883b-d2388118ba61" })  // free — no API key needed
Via REST API
# Free dataset — no API key required:
curl https://api.databazaar.io/datasets/c449f571-9b89-4e7c-883b-d2388118ba61/download-url