PRISM — Stock Intelligence Platform

Current Price
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Select a stock

Predicted (Next Day)

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Sector

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Classification

Market Debut

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First listed on public exchange

Price Chart

Select a stock to show prediction

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Actual Price

Predicted Price

Volume

5-Day Forecast

Select a stock to view forecasts.

Signal Overview

RSI (14)

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MACD

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BB Position

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Volume Ratio

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Selected Symbol

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Model Status

Pre-trained ✓

Market

Currency

USD ($)

Model Architecture

AlgorithmMulti-Stock LSTM

Hidden Units128

LSTM Layers2

Embed Dim12

Dropout0.35

Features & Data

Input Features26

Sequence Length30

TargetNext-day Return

ScalerRobustScaler

FrameworkPyTorch

Training Universe

Stocks30

Stock EmbeddingsYes

Model Fileaapl_multi_stock_lstm.pth

StatusLoaded ✓

Overall Model Metrics (Aggregate)

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Stock Evaluation Metrics

Select a stock to compute metrics.

MAE

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Mean Abs Error ($)

RMSE

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Root Mean Sq Error

MAPE

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Mean Abs % Error

R²

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Coefficient of Det.

Dir. Accuracy

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Up/Down correct %

Max Error

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Worst-case error ($)

Test Window — Actual vs Predicted

Select a stock to render evaluation chart.