raise an exception when TreeEnsemble request a feature out of boundaries #12859
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Description:
Addresses issue #12679, onnxruntime raises an exception instead of crashing. onnxruntime may access an element outside the boundary of the input tensor. It nows checks the input tensor is not too small compare to the highest feature index found in the ensemble.
Motivation and Context
Gives the user a better error message and avoid random crashes.