tengu_v3_intel_ml_prediction

io.github.Hlobo-dev/tengu-firm · Verify this server

Latest ensemble ML prediction for the ticker, with full conformal interval + 19-voter decomposition. Sourced from the nightly ensemble scoring run (refreshed nightly Mon-Fri, ~13K tickers scored per cycle). Returns `prediction` block (predicted_return_pct, blended_score, conviction, decile, rank, percentile_rank, n_universe), `conformal_interval` block (lo/hi/half_width/method + stated_coverage 0.90 + realised_coverage_recent from live calibration table), `voter_decomposition` (per-voter contribution across the 19 voters — e.g. ml_ensemble, regime_hmm, technical_advanced, sentiment_finbert, macro_context, fundamental, options_flow, insider_flow, analyst_revisions, futures_macro, congress_trading, short_pressure), `context` (voter_coverage, confluence, feature_coverage), plus model_version, tier (small/mid/large universe), regime, sector. When a ticker isn't in the latest scoring universe, returns `available: false` with reason. 5min cache. NAMESPACE: predictions are US-EQUITY only. Nine crypto tickers collide with equities (BTC, ETH, LINK, LTC, COMP, ARB, NEAR, APT, ATOM) — such responses carry a `ticker_collision` note; for the crypto asset pass asset_class=crypto (fails closed 404: no crypto model yet). NEVER present an equity prediction as a crypto view.