Demo data

AAPL

NASDAQ

Apple Inc.

$155.35-2.22(-1.41%)

Market data

Model prediction

Probabilistic ML output — not investment advice or a guarantee of any outcome.

AAPL

5-day horizon

Model Probability68%

050100

ConfidenceMedium-HighModelEnsembleCalibrationModerateExpected move+1.44%

ML predictionProbabilistic — not advice

Per-model probability

ML prediction

Logistic Regression — UP69%

050100

Random Forest — UP66%

050100

XGBoost — UP70%

050100

Ensemble — UP68%

050100

Ensemble aggregates individual model probabilities. Figures are model outputs, not guarantees of outcome.