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MLP_Benchmarking.txt
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MLP_Benchmarking.txt
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Layers: (150, 200, 100)
432 classified correctly out of 1200 for seed 0.
425 classified correctly out of 1200 for seed 101.
417 classified correctly out of 1200 for seed 2002.
418 classified correctly out of 1200 for seed 30003.
450 classified correctly out of 1200 for seed 400004.
421 classified correctly out of 1200 for seed 5000005.
434 classified correctly out of 1200 for seed 60000006.
445 classified correctly out of 1200 for seed 700000007.
422 classified correctly out of 1200 for seed 123456789.
414 classified correctly out of 1200 for seed 999999999.
Layers: (30, 200, 50)
394 classified correctly out of 1200 for seed 0.
451 classified correctly out of 1200 for seed 101.
400 classified correctly out of 1200 for seed 2002.
388 classified correctly out of 1200 for seed 30003.
402 classified correctly out of 1200 for seed 400004.
415 classified correctly out of 1200 for seed 5000005.
435 classified correctly out of 1200 for seed 60000006.
401 classified correctly out of 1200 for seed 700000007.
406 classified correctly out of 1200 for seed 123456789.
389 classified correctly out of 1200 for seed 999999999.
Layers: (150, 250, 350, 200, 100)
428 classified correctly out of 1200 for seed 0.
433 classified correctly out of 1200 for seed 101.
450 classified correctly out of 1200 for seed 2002.
398 classified correctly out of 1200 for seed 30003.
422 classified correctly out of 1200 for seed 400004.
487 classified correctly out of 1200 for seed 5000005.
419 classified correctly out of 1200 for seed 60000006.
443 classified correctly out of 1200 for seed 700000007.
446 classified correctly out of 1200 for seed 123456789.
429 classified correctly out of 1200 for seed 999999999.
Layers: (15,)
370 classified correctly out of 1200 for seed 0.
384 classified correctly out of 1200 for seed 101.
384 classified correctly out of 1200 for seed 2002.
378 classified correctly out of 1200 for seed 30003.
365 classified correctly out of 1200 for seed 400004.
372 classified correctly out of 1200 for seed 5000005.
386 classified correctly out of 1200 for seed 60000006.
384 classified correctly out of 1200 for seed 700000007.
383 classified correctly out of 1200 for seed 123456789.
376 classified correctly out of 1200 for seed 999999999.
Layers: (10,)
346 classified correctly out of 1200 for seed 0.
376 classified correctly out of 1200 for seed 101.
355 classified correctly out of 1200 for seed 2002.
384 classified correctly out of 1200 for seed 30003.
375 classified correctly out of 1200 for seed 400004.
355 classified correctly out of 1200 for seed 5000005.
361 classified correctly out of 1200 for seed 60000006.
351 classified correctly out of 1200 for seed 700000007.
368 classified correctly out of 1200 for seed 123456789.
372 classified correctly out of 1200 for seed 999999999.
Layers: (20,)
378 classified correctly out of 1200 for seed 0.
378 classified correctly out of 1200 for seed 101.
388 classified correctly out of 1200 for seed 2002.
381 classified correctly out of 1200 for seed 30003.
404 classified correctly out of 1200 for seed 400004.
377 classified correctly out of 1200 for seed 5000005.
378 classified correctly out of 1200 for seed 60000006.
366 classified correctly out of 1200 for seed 700000007.
372 classified correctly out of 1200 for seed 123456789.
380 classified correctly out of 1200 for seed 999999999.
Layers: (150, 200, 100, 300, 250, 125)
472 classified correctly out of 1200 for seed 0.
433 classified correctly out of 1200 for seed 101.
462 classified correctly out of 1200 for seed 2002.
405 classified correctly out of 1200 for seed 30003.
437 classified correctly out of 1200 for seed 400004.
371 classified correctly out of 1200 for seed 5000005.
377 classified correctly out of 1200 for seed 60000006.
415 classified correctly out of 1200 for seed 700000007.
429 classified correctly out of 1200 for seed 123456789.
465 classified correctly out of 1200 for seed 999999999.
Average score: 427.8 with SD: 11.56 and Min: 414 for layers = (150, 200, 100)
Average score: 408.1 with SD: 19.33 and Min: 388 for layers = (30, 200, 50)
Average score: 435.5 with SD: 22.35 and Min: 398 for layers = (150, 250, 350, 200, 100)
Average score: 378.2 with SD: 6.85 and Min: 365 for layers = (15,)
Average score: 364.3 with SD: 11.87 and Min: 346 for layers = (10,)
Average score: 380.2 with SD: 9.60 and Min: 366 for layers = (20,)
Average score: 426.6 with SD: 33.31 and Min: 371 for layers = (150, 200, 100, 300, 250, 125)
The best trial scored 487 with layers (150, 250, 350, 200, 100) and seed 5000005
Seeds Used = [0, 101, 2002, 30003, 400004, 5000005, 60000006, 700000007, 123456789, 999999999]
Features Used = ['energy', 'liveness', 'speechiness', 'acousticness', 'instrumentalness', 'danceability', 'valence', 'loudness_0_1', 'tempo_0_1']