Method for detecting repair-necessary motherboards and device using the method

A method of implementing repairable board test of a repairable board detection device, the method comprising:

• obtaining, by the repairable board detection device, repair-relevant information of a plurality of sample repairable boards;
• extracting, by the repairable board detection device, predetermined features from the repair-relevant information of the plurality of the sample repairable boards;
• obtaining, by, the repairable board detection device, a features list which comprises the predetermined features;
• encoding a value of each feature of the features list and converting feature values of the predetermined features to truth-values based on a predetermined converting rule to establish a features truth-value list, by the repairable board detection device;
• applying, by the repairable board detection device, the features truth-value list and detection results of the plurality of the sample repairable boards as training features;
• establishing and training, by the repairable board detection device, a board detection model based on the training features;
• and
• receiving, by the repairable board detection device, repair-relevant information of a repairable board and transmitting, by the repairable board detection device, the repair-relevant information of the repairable board to the board detection model to obtain a detection result of the repairable board;
• wherein each feature value is trained to obtain a weighted value, and the board detection model calculates the detection result of the repairable board according to the weighted value of each feature value;
• and
• wherein the predetermined features are selected from the group consisting of agent identification (ID), category, severity, timestamp, message, message ID, fully qualified device descriptor (FQDD), argument (ARG), and raw event data.