Direction
SuperTrend and MACD can define the directional hypothesis: when the market supports long, short or no position.
INTELLIGENCE / SIGNAL SYSTEM
Not an indicator collection. A system of roles inside the strategy.
kquant separates inputs by purpose: what defines direction, confirms the regime, times the action and constrains risk.
HYPOTHESIS SPACE1,248 trials
01Trend Momentum0.9302Funding Regime0.8903Volatility Breakout0.68
explorerankfreeze
SYSTEM DOMAIN02 / DISCOVER
Search, rank and freeze a candidate
- DISCOVER
- OPTIMIZE
- VALIDATE
- RUN
- OBSERVE
A result is a record, not a green badge.
The page follows the same order as the application: declare the question, inspect the run, then state what the data cannot prove.
- 01
Direction
SuperTrend and MACD can define the directional hypothesis: when the market supports long, short or no position.
- 02
Momentum / regime
Mom/Vol normalizes momentum by volatility, ADX describes trend strength and funding adds the cost-of-carry context.
- 03
Flow / confirmation
OBV slope, VWAP distance and related inputs confirm flow and price location without becoming proof on their own.
- 04
Timing / risk
Williams %R, Stochastic, Kaufman ER and Bollinger refine regime and timing; stop, take and maximum hold constrain the scenario upfront.
Momentum / regime
Mom/Vol normalizes momentum by volatility, ADX describes trend strength and funding adds the cost-of-carry context.
Flow / confirmation
OBV slope, VWAP distance and related inputs confirm flow and price location without becoming proof on their own.
Timing / risk
Williams %R, Stochastic, Kaufman ER and Bollinger refine regime and timing; stop, take and maximum hold constrain the scenario upfront.
DECISION FRAMEWORK
Did the candidate improve evidence or only the training score?
Read the candidate against its anchor, neighbouring parameters, sample size, costs and complete trial history.
Bound the search space
Compare several objectives
Freeze before opening holdout
Candidate record
Important
Historical, statistical and model results do not promise future returns. kquant provides computational tools and technical execution, but does not assess whether a specific trade is suitable for a user.