This warns you that some of the model weights have not been found in the checkpoint, and that there were therefore randomly initialized. This is because you are loading a model trained for masked language modeling (bert-base-cased) in a model for sequence classification, the classification head is randomly initialized.
The warnings ends by telling you that your model needs to be trained because of that random initialization.