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GCSRM Quantitative Terminal
Live 5-Year Data
Strict Leakage-Free Time-Series Direction Predictor • Multi-Sector Asset Suite
Model Test Accuracy
--%
Lift: --% vs Baseline
Naive Baseline
--%
Majority Class Benchmark
ML Compounding Return
--%
$10k Initial Capital
Buy & Hold Return
--%
Underlying Stock Growth
Target Instrument
AAPL
Technology
Test Trading Days
241
Chronological Partition
Classifier:
Random Forest
Gradient Boost
Logistic Reg
Display View:
Price & Signals
Strategy Equity vs Benchmark
Min Conviction:
50%
Dead Zone:
0.0%
AAPL
-
Daily Price Action & ML Directional Signals
Green triangles: Predicted UP | Red inverted triangles: Predicted DOWN | Shaded corridor: Bollinger Bands (20, 2)
Close Price
SMA (20)
SMA (50)
Wilder Relative Strength Index (RSI-14)
Overbought: 70 | Oversold: 30
Moving Average Convergence Divergence (MACD)
Fast: 12 | Slow: 26 | Signal: 9 (Hand-Rolled EMA)
Live Confusion Matrix
Evaluated on Out-of-Sample Test Set
Precision:
--%
Recall:
--%
F1 Score:
--%
Top Feature Importances
Mean Decrease in Impurity (Tree Model)
Recent Trade Signals & Journal
Chronological Out-of-Sample Predictions
Date
Price
Predicted
Actual
Result
Cross-Asset Directional Benchmark (12 Real Stocks)
5-Year Real Historical Daily Data • Time-Based Chronological Partition
No Leakage Certified
Ticker
Asset Name
Sector
Random Forest
Gradient Boost
Logistic Reg
Naive Baseline
Lift
ML Strategy PnL
Buy & Hold PnL