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Etiqueta: f1-macro
22 artículos con esta etiqueta.
15 jun 2026
PN — F1-macro (unweighted mean of per-class F1) is PUMA's primary triage…
permanent-note
puma
reference
triage
f1-macro
15 jun 2026
PN — H1 (triage): the null states no model/strategy configuration beats the…
permanent-note
puma
methodology
triage
f1-macro
wilcoxon
baseline
15 jun 2026
PN — PUMA reports a multi-dimensional metric suite
permanent-note
puma
engine
f1-macro
mae
calibration
latency
15 jun 2026
PN — Run the canonical baseline via puma run…
permanent-note
puma
reference
triage
f1-macro
reproducibility
jira
15 jun 2026
PN — Triage maps free-text issues to one of four priority labels via an…
permanent-note
puma
methodology
triage
f1-macro
15 jun 2026
RES — Sprint 6 (v2.0.0) established the canonical baseline: 200 triage…
result-note
puma
reference
triage
estimation
f1-macro
baseline
15 jun 2026
RES — The canonical triage baseline (3B + contextual-anchoring, N=200) achieves…
result-note
puma
methodology
triage
f1-macro
reproducibility
contextual-anchoring
15 jun 2026
RES — In the triage sweep (N=100) the largest 12B model leads on F1-macro…
result-note
puma
methodology
triage
f1-macro
sweep
15 jun 2026
RES — Model quality is non-monotonic with size within families
result-note
puma
methodology
triage
f1-macro
15 jun 2026
RES — All five MVP acceptance criteria are met comfortably (F1-macro, MAE,…
result-note
puma
methodology
f1-macro
mae
reproducibility
hypothesis
15 jun 2026
RES — Three consecutive warm-state runs of the canonical config produce…
result-note
puma
methodology
f1-macro
mae
reproducibility
latency
15 jun 2026
RES — A cold-vs-warm drift of up to 0.006 F1-macro points was observed between…
result-note
puma
methodology
f1-macro
15 jun 2026
RES — The canonical triage baseline is F1-macro = 0.5867 (qwen2.5:3b,…
result-note
puma
engine
triage
f1-macro
contextual-anchoring
zero-shot
15 jun 2026
RES — A three-seed validation {42,123,456} of the triage baseline produced…
result-note
puma
engine
triage
f1-macro
baseline
metrics
15 jun 2026
RES — PUMA empirical results (canonical index)
result
puma
benchmark
f1-macro
mae
sustainability
15 jun 2026
DEC — MVP acceptance is quantitative, verified at end of stage 2
decision-note
puma
methodology
f1-macro
mae
reproducibility
baseline
15 jun 2026
ARCH — Key scientific result figures are exported via puma generate-plots (PDF…
artifact-note
puma
reference
triage
f1-macro
mae
tawos
15 jun 2026
ARCH — The triage_jira scenario is a 4-class severity classification…
artifact-note
puma
engine
triage
f1-macro
jira
15 jun 2026
ARCH — The first official PUMA Community submission (2026-05-31) recorded…
artifact-note
puma
engine
triage
f1-macro
community
15 jun 2026
REPO — Submission scenarios are triage_jira (F1-macro/accuracy), effort_tawos…
artifact-note
puma
community
triage
f1-macro
mae
rcoif
15 jun 2026
REPO — The leaderboard ranks quality vs environmental cost
artifact-note
puma
community
triage
f1-macro
mae
leaderboard
15 jun 2026
PH — The two benchmark tasks and datasets were locked
decision-note
puma
project-history
triage
estimation
f1-macro
mae