Demo data

MSFT

NASDAQ

Microsoft Corporation

$314.80-0.75(-0.24%)

Market data

Model prediction

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

MSFT

5-day horizon

Model Probability61%

050100

ConfidenceModerateModelEnsembleCalibrationGoodExpected move+0.88%

ML predictionProbabilistic — not advice

Per-model probability

ML prediction

Logistic Regression — UP58%

050100

Random Forest — UP63%

050100

XGBoost — UP61%

050100

Ensemble — UP61%

050100

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