I’m enjoying running various AI tests. Same inputs run through different topic classifiers leads to much different results because each has its own focus.
MATH: AI: Politics 33%, Future 30%, Philosophy 28%, Sexuality 4%
SOCIAL SCIENCES: ATHEISM : RAISING TEENAGERS: Politics 55%, Transgendered 44%
PHYSICS: Future 66%, Philosophy 26%, Paranormal 7%
Agriculture: COOKING: Lifestyle_Choices 100%
Technology : video gaming music party video games : Folklore 32%, Relationships 23%, Holidays 16%, Paranormal 11%, Subcultures 9%, Crime 4%, Transgendered 2%, Law 1%, Ethnicity 1%, Politics
Here, I was able to create some logical groups.
a) SCIENCE TOPICS which I was able to group.
4 Math, 11 Social Sciences, 1 Physics, 3 Agriculture, 1 Technology.
b) IAB2 (International Advertising Bureau, 2nd Edition). These classifications are commonly used to determine what ads you see. Having free access to that via uClassify is a dream come true for me as I always wanted some control over finding this stuff out.
c) SOCIETY TOPICS . These came from the DMOZ Society categories and training. I don’t know what it means but it’s interesting just seeing it.