Vector is Not Too Sparse
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Vector is Not Too Sparse is Ensures the vector is not too sparse.
Mostly:rdf:type(2), check description(1), uses lambda(1)
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appliesToApplies to(2)
- Customization Note
ex:customization-note - Customization Notes
ex:customization-notes
containsCheckContains Check(1)
- Validation Checks
ex:validation-checks
hasMemberHas Member(1)
- Checks Array
ex:checks-array
includesCheckIncludes Check(1)
- Validation Checks
ex:validation-checks
Other facts (22)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Check | [1] |
| Rdf:type | Validation Check | [2] |
| Check Description | Vector is not too sparse | [1] |
| Uses Lambda | true | [1] |
| Optional Check | true | [1] |
| Sparsity Threshold | 0.1 | [1] |
| Min Non Zero Ratio | 0.1 | [1] |
| Condition | np.count_nonzero(x) / x.size > 0.1 | [1] |
| Numpy Function | np.count_nonzero | [1] |
| Operation | division | [1] |
| Comment | optional, depending on your use case | [1] |
| Position in Array | 9 | [1] |
| Comparison Operator | greaterThan | [1] |
| Lambda Parameter | Lambda Parameter | [1] |
| Arithmetic Operator | division | [1] |
| Numerator | np.count_nonzero(x) | [1] |
| Denominator | x.size | [1] |
| Description | Ensures the vector is not too sparse | [2] |
| Is Optional | true | [2] |
| Is Related to | Gdpr Compliance | [2] |
| Has Number | 10 | [2] |
| Has Condition | depending on your use case | [2] |
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References (2)
ctx:claims/beam/53313005-6895-4591-854d-ec12631340aactx:claims/beam/46842d9c-76d8-4957-9ef2-22dc69498ada- full textbeam-chunktext/plain1 KB
doc:beam/46842d9c-76d8-4957-9ef2-22dc69498adaShow excerpt
- Ensures the vector is not empty. 10. **Check 10: Vector is Not Too Sparse** - Ensures the vector is not too sparse (optional, depending on your use case). ### Notes - **GDPR Compliance**: While these checks are important, GDPR c…
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