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How it works
Build your XI, tune the model, get the prediction
ScoutAI lets you choose between Logistic Regression, Random Forest and XGBoost, each with configurable hyperparameters. Models are trained on-demand and cached — the first run takes a few seconds, subsequent runs are instant.
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1. Configure the Model
Pick LR, RF or XGBoost and tune the hyperparameters from a curated set of predefined values.
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2. Pick 11 Starters
Search and add 11 players per side. Players are automatically sorted by position: GK → DEF → MID → FWD.
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3. Get the Prediction
Hit "Predict" and the model returns H/D/A probabilities alongside its real test-set accuracy for that configuration.
18
Liga Teams
3
Models
~24
Param Combos
3
Outcomes