Manager Model Factory

Build, train, and deploy custom ML models with full control over parameters, features, and data

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Training Samples
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Available Features
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Trained Models
Data Filtering
Feature Selection
Data Split
Model Configuration
Train Model

Data Filtering

Select the data you want to use for training your model

Teams
Players
Gameweeks
Positions

Feature Selection

Choose the features that will be used to train your model

Target Variable

Select a target variable to see its description and distribution.

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Data Split Configuration

Configure how your data will be split for training, validation, and testing

20%
15%
42
25
30

Chronological split respects time order: Train (GW 1-25), Validation (GW 26-30), Test (GW 31-38)

20%
15%
Data Split Preview
Train: 65%
Validation: 15%
Test: 20%

Model Configuration

Configure your model parameters and training settings

Basic Settings
Parameter Configuration Mode

Toggle to switch between manual parameter configuration and automatic hyperparameter tuning

Manual Model Parameters
100
6
0.1
0.8
0.8
0
1

Train Model

Review your configuration and start training your model

Configuration Summary
Model Type: XGBoost
Target Variable: -
Selected Features: 0
Split Method: Random
Parameter Method: Manual
Estimated Time: ~30 seconds

Live Preview

Data Overview

Training Samples: -
Selected Features: 0
Target Variable: -

Feature Importance

Target Distribution

My Trained Models

Model Analytics

Model Performance Comparison

Training History

Feature Usage

Model Complexity

Smart Predictions

1

Filter Players

Select teams, players, gameweeks, or positions to predict

2

Review & Edit Data

Review player data and edit feature values if needed

0 players loaded

Loading player data...

No data loaded. Please filter players in Step 1.

3

Generate Predictions

Run predictions for the selected players

Prediction Summary
Players: 0
Features: 0
Target: -
4

Prediction Results

View and analyze prediction results

Rank Player Team Position Gameweek Prediction Confidence Actions
Prediction Distribution
Top Predictions