Add bounds validation for LinearClassifier coefficients (#27989)
### Description
Add input validation to the LinearClassifier operator to prevent an
out-of-bounds heap read in GEMM when a crafted model provides mismatched
coefficients/intercepts sizes.
Fixes
https://portal.microsofticm.com/imp/v5/incidents/details/31000000559851/summary
### Changes
- **Constructor**: Validate `class_count_ > 0` and `coefficients_.size()
% class_count_ == 0`
- **Compute()**: Validate `coefficients_.size() == class_count *
num_features` before GEMM call
- **Tests**: Two regression tests for invalid coefficient sizes
### Motivation and Context
MSRC case 109185 (VULN-176698): OOB read via GEMM from crafted model in
LinearClassifier operator. Root cause is missing validation that the
coefficients vector size matches `[class_count, num_features]` before
passing raw pointers to GEMM.