Method of processing feature information, electronic device, and storage medium

An electronic device, comprising:

• at least one processor;
• and
• a memory communicatively connected to the at least one processor, wherein the memory stores instructions executable by the at least one processor, and the instructions, when executed by the at least one processor, cause the at least one processor to:
• determine at least one candidate division point in a value range to be divided of the feature information, and determine an information value corresponding to each candidate division point in the at least one candidate division point;
• determine a target division point from the at least one candidate division point based on the information value;
• divide the value range to be divided based on the target division point, so as to obtain two sub-ranges of the value range to be divided;
• and
• determine a sub-range meeting a termination condition in the two sub-ranges as a target interval, determine a sub-range not meeting the termination condition in the two sub-ranges as a new value range to be divided, and return to perform the step of determining at least one candidate division point in a value range to be divided until both sub-ranges meet the termination condition, so as to obtain a plurality of target intervals;
• wherein the plurality of target intervals are obtained to determine a discretization code of a feature information of data to be processed.

A non-transitory computer-readable storage medium having computer instructions therein, wherein the computer instructions are configured to cause a computer to:

• determine at least one candidate division point in a value range to be divided of the feature information, and determine an information value corresponding to each candidate division point in the at least one candidate division point;
• determine a target division point from the at least one candidate division point based on the information value;
• divide the value range to be divided based on the target division point, so as to obtain two sub-ranges of the value range to be divided;
• and
• determine a sub-range meeting a termination condition in the two sub-ranges as a target interval, determine a sub-range not meeting the termination condition in the two sub-ranges as a new value range to be divided, and return to perform the step of determining at least one candidate division point in a value range to be divided until both sub-ranges meet the termination condition, so as to obtain a plurality of target intervals;
• wherein the plurality of target intervals are obtained to determine a discretization code of a feature information of data to be processed.