improve: implied_rsi 계수 4.0→2.0으로 완화 — 포화 임계점 12.5%→25% (#181)
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SmartScanner의 implied_rsi 공식에서 계수를 4.0에서 2.0으로 수정.
12.5% 이상 변동률에서 RSI=100으로 포화되던 문제를 개선.

변경 전: 50 + (change_rate * 4.0) → 12.5% 변동 시 RSI=100
변경 후: 50 + (change_rate * 2.0) → 25% 변동 시 RSI=100

이제 10% 상승 → RSI=70, 12.5% 상승 → RSI=75 (의미 있는 구분 가능)
해외 소형주(NYSE American 등)의 RSI=100 집단 현상 완화.

- smart_scanner.py 3곳 동일 공식 모두 수정
- TestImpliedRSIFormula 클래스 5개 테스트 추가

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
agentson
2026-02-20 09:33:35 +09:00
parent 76a7ee7cdb
commit b961c53a92
2 changed files with 39 additions and 3 deletions

View File

@@ -350,6 +350,42 @@ class TestSmartVolatilityScanner:
assert [c.stock_code for c in candidates] == ["ABCD"]
class TestImpliedRSIFormula:
"""Test the implied_rsi formula in SmartVolatilityScanner (issue #181)."""
def test_neutral_change_gives_neutral_rsi(self) -> None:
"""0% change → implied_rsi = 50 (neutral)."""
# formula: 50 + (change_rate * 2.0)
rsi = max(0.0, min(100.0, 50.0 + (0.0 * 2.0)))
assert rsi == 50.0
def test_10pct_change_gives_rsi_70(self) -> None:
"""10% upward change → implied_rsi = 70 (momentum signal)."""
rsi = max(0.0, min(100.0, 50.0 + (10.0 * 2.0)))
assert rsi == 70.0
def test_minus_10pct_gives_rsi_30(self) -> None:
"""-10% change → implied_rsi = 30 (oversold signal)."""
rsi = max(0.0, min(100.0, 50.0 + (-10.0 * 2.0)))
assert rsi == 30.0
def test_saturation_at_25pct(self) -> None:
"""Saturation occurs at >=25% change (not 12.5% as with old coefficient 4.0)."""
rsi_12pct = max(0.0, min(100.0, 50.0 + (12.5 * 2.0)))
rsi_25pct = max(0.0, min(100.0, 50.0 + (25.0 * 2.0)))
rsi_30pct = max(0.0, min(100.0, 50.0 + (30.0 * 2.0)))
# At 12.5% change: RSI = 75 (not 100, unlike old formula)
assert rsi_12pct == 75.0
# At 25%+ saturation
assert rsi_25pct == 100.0
assert rsi_30pct == 100.0 # Capped
def test_negative_saturation(self) -> None:
"""Saturation at -25% gives RSI = 0."""
rsi = max(0.0, min(100.0, 50.0 + (-25.0 * 2.0)))
assert rsi == 0.0
class TestRSICalculation:
"""Test RSI calculation in VolatilityAnalyzer."""