[Test] yoursred's music / WIP (1/9)

[yoursred]

1. Test Setup

1. Docker Image (tag & SHA256): 0.6.4-beta 6e20e11077470c8a84f1afd984fd23a38547c3daa5bdf7252af0c0b58109e280
2. System Specs (Arch, OS, CPU): x86, Bazzite (Fedora Atomic), Ryzen 5 3600
3. Albums/Tracks Analyzed: 281 albums → 461 tracks
4. Analysis Duration: don't know, didn't note it down

2. Test Parameters (check all that apply)

• Test 1 – K-Means, 5 000 runs, PCA 0–8, Embeddings: NO
• Test 2 – K-Means, 5 000 runs, PCA 0–199, Embeddings: YES
• Test 3 – GMM, 5 000 runs, PCA 0–8, Embeddings: NO
• Test 4 – GMM, 5 000 runs, PCA 0–199, Embeddings: YES
• Test 5 – DBSCAN, 5 000 runs, PCA 0–8, Embeddings: NO
• Test 6 – DBSCAN, 5 000 runs, PCA 0–199, Embeddings: YES
• Test 7 – Spectral, 5 000 runs, PCA 0–8, Embeddings: NO
• Test 8 – Spectral, 5 000 runs, PCA 0–199, Embeddings: YES
• Test 9 – Custom/Other (describe below)

2.1 Performance Properties

Test #	Runtime HH:MM:SS	Best Score xx.xx
1	00 : 31 : 09	0.87
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3. Playlist Evaluation

Test #	Genre Coherence (out of 5)	Overall Quality (out of 5)	Comments
1	4/5	2/5	There's 1.5 playlists that are pretty good, the rest are just lacking in tracks (between 4 and 5). Three of them were named rock something by gemini, could've have been lumped together.
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4. Additional Feedback

No response

[Chaphasilor]

Thanks for helping out! <3