User Manual - Cerebrum FX AI

This guide details each window and field of the Cerebrum FX AI application for optimal usage.

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Table of Contents

1. Dashboard

2. Prediction Tab

3. EA Manager

4. Extraction

5. Indicators

6. Training

7. Test Center

8. Settings

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Dashboard

The Dashboard is the main window displaying MT5 information and open positions.

Dashboard Sub-tabs

Tab	Description
Signals - Chart	Candlestick chart with live price
Trading	Trading zone with indicators and SL/TP zones
Calendar	Economic calendar with impact events
MT5	MetaTrader 5 account information

MT5 Account Info Section

Field	Description
Login	MT5 account number
Server	Broker server name
Name	Account name
Company	Broker name
Currency	Account currency (USD, EUR…)
Leverage	Account leverage (e.g., 1:100)
Balance	Account balance
Equity	Equity (Balance + Floating P/L)
Profit	Floating Profit/Loss
Free Margin	Available free margin
Margin Level	Margin level in %
Trade Mode	Mode (Demo/Real)

Action Buttons

Button	Function
🔴 PANIC CLOSE	Closes all positions immediately
🔄 Refresh	Refreshes account data
🚀 Launch MT5	Launches MetaTrader 5 terminal

Open Positions

List of open positions with symbol, lots, and P/L in real-time.

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Prediction Tab

Live Operations

Prediction Pipeline - Displays calculation steps:

1. SYNC TIMING - Synchronization

2. HARDWARE - Resource check

3. LOAD OHLC - Data loading

4. ROW LIMIT - Row limitation

5. INDICATORS - Indicator calculation

6. XGBOOST / LIGHTGBM / RANDOMFOREST / CATBOOST / STACKING - ML Models

Signal

Element	Description
Signal	Direction (BUY/SELL/NEUTRAL)
Confidence	Confidence level (0-100%)
Timeframe	Analyzed interval (1m, 5m, 15m…)
Score	Raw model score (-1 to +1)
Regime	Market regime (Range/Trend)

Model Breakdown - Vote detail per model:

• XGBOOST: Vote and confidence

• LIGHTGBM: Vote and confidence

• etc.

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EA Manager

The EA Manager configures the MQL5 Expert Advisor with 7 tabs.

Order Tab

Field	Description	Recommended Value
Volume (Lots)	Position size	0.01 - 1.0
Order Type	MARKET / LIMIT / STOP	MARKET
Direction	AUTO / BUY / SELL	AUTO (follows signal)
Entry Price	Entry price (LIMIT/STOP)	0 if MARKET
Fixed SL (Initial)	Initial Stop Loss in points	50-200
Hard Stop Loss	Maximum SL in points	100-500
Take Profit	TP in points	50-300

Position Tab

Field	Description
Modify Active	Allows SL/TP modification
Partial Close	% partial close at TP1
BE Trigger	Profit points before Breakeven
BE Lock Profit	Secured profit points at BE
Strategy	Invert Position (Reverse trading)
Grid/Martingale	Allow Multiple Positions

CLOSE ALL - Closes all positions.

Risk Tab

Field	Description	Recommended Value
Risk / Trade	Risk per trade in %	0.5% - 2%
Money Mgmt	Dynamic Lot (auto calculation)	Disabled by default
Max Drawdown	Max DD before pause (%)	3% - 5%
Stop after Loss	Consecutive SL count	2-3
Equity Hard Stop	Minimum equity $ amount	0 = disabled
Max Positions	Maximum simultaneous positions	1
Max Volume	Maximum total volume	10 lots
Session	Trading time filter	7:00 - 20:00 UTC

Prop Firm Tab

Strict rules for trading challenges.

Field	Description	FTMO/MFF Value
Prop Firm Mode	Enables rules	✅ Enabled
Max Daily Loss	Maximum daily loss	4% - 5%
Max Total Drawdown	Maximum total loss	8% - 10%
Risk Per Trade	Risk per trade	0.5%
Profit Target	Profit target	8% - 10%
News Filter	Avoids high-impact news	✅ Enabled
Neutral Stop	Closes if NEUTRAL signal with loss	30-50 pts

Trailing Tab

Adaptive Trailing Stop that tightens with profit.

Field	Description
Adaptive Mode	Enables adaptive trailing
Trailing Step	Trailing distance in points
Start After Profit	Profit points before activation
Max Trail Distance	Maximum trailing distance
Min Trail Distance	Minimum distance (protection)

EA Logs Tab

Real-time Expert Advisor logs.

Button	Function
Refresh Logs	Refreshes logs
Manual EA Link	Manual EA connection
Download Log	Downloads log file

EA Analytics Tab

Performance statistics.

Metric	Description
Winrate	% of winning trades
Profit	Total Profit/Loss
Realized Trades	Number of closed trades

History table with Time, Type, Price, Profit, Comment.

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Dashboard - Sub-tabs

Calendar Tab

Economic calendar with impact events.

Element	Description
🔴 High	High impact (NFP, FOMC)
🟠 Medium	Medium impact
⚪ Low	Low impact

Signals-Chart Tab

Candlestick chart with:

• Timeframe selector (1m to 4h)

• Live price with direction

• Fullscreen button

Trading Tab

Advanced trading view:

Element	Description
Position Bar	Price position in range
SELL ZONE	Sell zone (price < pivot)
NEUTRAL	Neutral zone
BUY ZONE	Buy zone (price > pivot)
SAFE LOW/HIGH	Support/Resistance levels
Range	Range in pips
ATR	Average True Range
K-Value	Volatility measurement
Trend Strength	Trend strength (%)

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Extraction

OHLC data download and management.

OHLC Files Tab

Column	Description
TF	Timeframe (1m, 5m, 15m…)
Status	Ready / Outdated / Missing
Candles	Number of candles
Train (50%)	Training data
Val (50%)	Validation data
First Date	First candle
Last Date	Last candle

Button	Function
Smart Extract	Smart extraction (only needed data)
From [Year]	Data start year

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Indicators

Technical indicator management.

Categories

Tab	Indicators
Trend	EMA, SMA, ADX, Ichimoku…
Momentum	RSI, MACD, Stochastic…
Volatility	ATR, Bollinger, Keltner…
Volume	OBV, MFI…
Custom	Custom indicators

Button	Function
Enable All	Enables all indicators
Disable All	Disables all
Refresh	Recalculates indicators

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Training

Machine Learning model training.

Training Pipeline

Visual steps: Data → Features → Labels → Normalize → XGBoost → LightGBM → RandomForest → CatBoost → Stacking

Buttons

Button	Function
Smart Train	Trains outdated models
Stop	Stops training
Info	Model information
Auto-Train	Enables automatic training

Model Status

Column	Description
TF	Model timeframe
Status	READY / TRAINING / OUTDATED
XGBoost/LightGBM/…	Each model’s accuracy
Avg Acc	Average accuracy
Models	Ready models (e.g., 5/5)

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Settings

General Tab

Field	Description
MT5 Path	Path to terminal64.exe
Symbol	Trading pair (EURUSD)
Install / Deploy EA	Installs EA in MT5
Enable Audio Alerts	Sounds for signals
Auto-Connect MT5	Auto-connect on startup

Data Paths Tab

Field	Description
OHLC	Raw data folder
Indicators	Calculated indicators folder
Features	ML features folder
Models	Trained models folder
Signals	EA communication folder

AI Signals Tab

Field	Description
Confidence Threshold	Minimum confidence threshold (0.65 = 65%)
Minimum Consensus	Minimum models in agreement
Validation Ratio	Train/validation ratio (0.20 = 20%)
Incremental Training	Incremental training mode
Hyper-optimization	Hyperparameter optimization
CPU Threads	Calculation threads
Execution Profile	PRO / FAST / ECO

Logic Tuning Tab

Section	Description
Optimization Strategy	Preset: Balanced / Opportunist / Guardian
Voting Weights	Model weights in voting
Democratic Override	Majority ignores Leader
Range Threshold	Range detection threshold

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Shortcuts and Best Practices

Recommended Workflow

1. Extraction → Smart Extract (up-to-date data)

2. Indicators → Verify all enabled

3. Training → Smart Train if models outdated

4. Settings → Configure thresholds

5. EA Manager → Configure risk management

6. Prediction → Launch predictions

Prop Firm Tips

• Max Daily Loss: 4%

• Max Drawdown: 8%

• Risk per trade: 0.5%

• Enable News Filter

• Session: 7:00-20:00 UTC

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Document generated for Cerebrum FX AI v1.2