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bb09ed0
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1 Parent(s): 27fdab1

boards: keep each board's declared metric instead of overwriting it with MAE

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Files changed (1) hide show
  1. app.py +10 -1
app.py CHANGED
@@ -108,8 +108,17 @@ def _load_boards():
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  base = d.get("baselines") or {}
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  # ๋ถ„๋ฅ˜ ์ „์šฉ ๋ถ€๋ฌธ์—๋Š” MAE ๊ธฐ์ค€์„ ์ด ์—†๋‹ค. ๊ทธ๋Ÿด ๋•Œ๋Š” AUROC ๊ฐ€ ๊ฐ€์žฅ ๋†’์€ ๊ฒƒ์„ ์ตœ์„ ์œผ๋กœ ๋ณธ๋‹ค.
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  # ์—†๋Š” ๊ฐ’์„ 0 ์œผ๋กœ ์น˜๋ฉด ๊ทธ ๋ถ€๋ฌธ์ด "๊ฐ€์žฅ ์ •ํ™•ํ•œ ๊ณณ"์œผ๋กœ ํ‘œ์— ์˜ค๋ฅธ๋‹ค.
 
 
 
 
 
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  with_mae = {k: v for k, v in base.items() if v.get("mae") is not None}
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- if with_mae:
 
 
 
 
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  best = min(with_mae, key=lambda k: with_mae[k]["mae"])
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  d["metric"] = "mae"
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  elif base:
 
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  base = d.get("baselines") or {}
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  # ๋ถ„๋ฅ˜ ์ „์šฉ ๋ถ€๋ฌธ์—๋Š” MAE ๊ธฐ์ค€์„ ์ด ์—†๋‹ค. ๊ทธ๋Ÿด ๋•Œ๋Š” AUROC ๊ฐ€ ๊ฐ€์žฅ ๋†’์€ ๊ฒƒ์„ ์ตœ์„ ์œผ๋กœ ๋ณธ๋‹ค.
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  # ์—†๋Š” ๊ฐ’์„ 0 ์œผ๋กœ ์น˜๋ฉด ๊ทธ ๋ถ€๋ฌธ์ด "๊ฐ€์žฅ ์ •ํ™•ํ•œ ๊ณณ"์œผ๋กœ ํ‘œ์— ์˜ค๋ฅธ๋‹ค.
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+ # ๐Ÿ”ด ์นด๋“œ๊ฐ€ ์ง€์ •ํ•œ ์ฃผ์ง€ํ‘œ๋ฅผ ๋ฎ์–ด์“ฐ์ง€ ์•Š๋Š”๋‹ค. ์—ฌ๊ธฐ์„œ metric ์„ ๋ฌด์กฐ๊ฑด ๋‹ค์‹œ
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+ # ์ •ํ•˜๋Š” ๋ฐ”๋žŒ์—, ํ”„๋กœํŒŒ์ผ ์ƒ๊ด€์œผ๋กœ ์ฑ„์ ๋˜๋Š” ๋ถ€๋ฌธ์ด MAE ๋ถ€๋ฌธ์œผ๋กœ ๋ฐ”๋€Œ์–ด ์žˆ์—ˆ๋‹ค
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+ # (๊ทธ ๋ถ€๋ฌธ์—๋„ MAE ๊ฐ’์ด ๋ถ€์ˆ˜์ ์œผ๋กœ ์‹ค๋ ค ์žˆ์–ด์„œ ์กฐ๊ฑด์— ๊ฑธ๋ ธ๋‹ค). ํ™”๋ฉดยทAPIยท
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+ # ๊ธฐ์ค€์„  ํŒ์ •์ด ์ „๋ถ€ ๊ทธ ๊ฐ’์„ ๋ณด๊ณ  ์žˆ์—ˆ์œผ๋ฏ€๋กœ ํ•œ ์ค„์ด ์„ธ ๊ณณ์„ ๋™์‹œ์— ํ‹€๋ฆฌ๊ฒŒ ํ–ˆ๋‹ค.
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+ card_metric = d.get("metric")
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  with_mae = {k: v for k, v in base.items() if v.get("mae") is not None}
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+ if card_metric:
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+ best = (max(base, key=lambda k: base[k].get(card_metric) or 0)
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+ if card_metric != "mae"
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+ else (min(with_mae, key=lambda k: with_mae[k]["mae"]) if with_mae else None))
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+ elif with_mae:
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  best = min(with_mae, key=lambda k: with_mae[k]["mae"])
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  d["metric"] = "mae"
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  elif base: