In NLP multi-label classification
How can we verify multi-label classification is right?
I mean I want to highlight the words Machine used to give me the results I got.
an example on technical support labels
When you use a Dell mouse to click or select an icon, window, folder or other object in Windows the computer produces a clicking or other similar sound that you can hear through your speakers. If the clicking sound produced by the computer disturbs you or others in the office, disable the sound in Windows and enjoy a quieter and more productive computing experience. Click “Start,” then “Control Panel.” In the “Adjust your computer’s settings” window, click “Hardware and Sound.” Click “Change System Sounds” underneath the Sound link in the "Hardware and Sound" window to open the Sounds window. Click the “Sounds” tab. Scroll down to and select the “Start Navigation” option in the Windows Explorer section of the Program Events list box. Click the drop-down list labeled “Windows Navigation Start” and select “None.” Click “Apply,” then the “OK” button. Close the "Hardware and Sound" window. Tip You can also open the Sounds window by right-clicking the speaker icon in the taskbar and then clicking “Sounds” on the pop-up menu.
predictive model can give these labels
Operating System Problem
Sound Problem
Hardware Problem
I want to know what are the words the influenced machine to choose these labels.
If the text is so big, I cant read it all to verify if the labels were correct or not.
I want the machine to highligh/select/ or any other way tell me what made it choose these labels
Something like this would be good
When you use a
Dell mouse
to click or select an icon, window, folder or other object inWindows
the computer produces a clicking or other similarsound that you can hear through your speakers
. If the clicking sound produced by the computer disturbs you or others in the office,disable the sound
in Windows and enjoy aquieter
and more productive computing experience. Click “Start,” then “Control Panel.” In the “Adjust your computer’s settings” window, click “Hardware and Sound
.” Click “Change System Sounds” underneath the Sound link in the "Hardware and Sound" window to open the Sounds window. Click the “Sounds” tab. Scroll down to and select the “Start Navigation” option in the Windows Explorer section of the Program Events list box. Click the drop-down list labeled “Windows Navigation Start” and select “None.” Click “Apply,” then the “OK” button. Close the "Hardware and Sound" window. Tip You can also open the Sounds window by right-clicking the speaker icon in the taskbar and then clicking “Sounds” on the pop-up menu.