Solid ice melters are improved with a small exterior coating of glycerin which prevents caking and bridging and enhances melt value. It is determined whether the erase operation performed on the NAND Flash memory chip is successful. In another embodiment, the model parameters of the categorization model and the features of the categorized document are used to determine the features that contributed to the categorization decision of a document.