For the web version’s accuracy, I tested different feature limits. I prioritized performance and kept 500k features—stored as JSON, it’s 107MB (though gzip on server reduces it to ~38MB). I tried smaller versions (50k, 80k)—accuracy only dropped 3–4%, but final AI detection rates varied significantly, especially for human texts, with relative errors up to ±50%, leading to false positives. So I stuck with 500k.
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Before starting the project, the most important decision was to settle on a time period from which I would choose the parts. I landed in 1997-1998 since the hardware would allow me to comfortably run all versions of Quake released from 1996 to 1997 and even dab into Quake II (Dec '97) territories.
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