Dow Jones Composite
DJI
43,804.15
USD
+142.50 (+0.32%)
AI Projected Target
7D Ahead
44,120.80
pts
+0.72% Expected
Directional Hit Rate
84.6%
Validation Window
•
60 Days
Market Signal
Low Vol
Strong Bullish
AI Confidence:
89.4%
Actual DJI
Fitted Lag Model
AI Forecast
95% CI Ribbon
Touch Pan & Zoom Ready
RMSE
142.50 pts
MAE
110.20 pts
MAPE
0.28%
R² Score
0.962
Hit Rate
84.6%
Latency
18.4 ms
Recurrent Architectures Benchmark
| Architecture | Key Mechanism | RMSE | MAPE | Hit % | Speed |
|---|---|---|---|---|---|
| LSTM | Forget, Input, Output & Cell State | 142.5 pts | 0.28% | 84.6% | 18.4 ms |
| BiLSTM | Dual Forward + Backward Sequential | 128.3 pts | 0.24% | 87.2% | 32.6 ms |
| GRU | Reset & Update Gates (Lightweight) | 149.8 pts | 0.30% | 82.9% | 12.1 ms |
| Trans-RNN | Self-Attention + Recurrence Hybrid | 118.9 pts | 0.21% | 89.5% | 44.2 ms |
| Vanilla RNN | Simple Tanh Recurrent Transition | 265.4 pts | 0.58% | 71.4% | 8.5 ms |