u/Adventurous-Row905

magkano po parking rate ngayon sa track 30th? last time kasi flat rate sila 50 pesos pero idk now, and magkano rin po succeeding hours? and also sa three parkade na rin po magkano rin today? thanks

Hi! We're building a technical debt heatmap tool that analyzes GitHub repos using commit message sentiment and code complexity for our thesis. We're debating between two approaches for fusing these signals:

1. Weighted layer approach — I personally prefer this but we have no ground truth to justify the weights
2. Logistic Regression trained on ApacheJIT — but worried about distribution shift on non-Apache repos especially for small personal repos.

Which problem is more defensible in a thesis context?

Is there a standard solution for justifying weights without labeled data?

Asides from those two, are there any better way/alternative to do this?

Hi! We're building a technical debt heatmap tool that analyzes GitHub repos using commit message sentiment and code complexity. We're debating between two approaches for fusing these signals:

1. Weighted layer approach — I personally prefer this but we have no ground truth to justify the weights
2. Logistic Regression trained on ApacheJIT — but worried about distribution shift on non-Apache repos especially for small personal repos.

Which problem is more defensible in a thesis context?

Is there a standard solution for justifying weights without labeled data?

Asides from those two, are there any better way to do this?