Spam indicator multi-classifier ensemble
Combine multiple spam signals (compression, duplicates, toxicity) for high-confidence classification.
AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.5.22
Key facts
- Vertical
- Cross-industry
- Function
- Agents & dev
- Status
- Seen in the wild
- Volume
- high
- Value
- major
- Risk
- moderate
- Evidence
- described plan
- Flags
- None
Source: https://www.searchenginejournal.com/how-compression-can-be-used-to-detect-low-quality-pages/530916/
Build this with a classifier
Define a typed decision with a bounded answer, then evaluate it on examples.
{
"decision_type": "choice",
"question": "Does this input match the decision in “Spam indicator multi-classifier ensemble”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
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