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DatasteroidResearch Preview

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CPU

Configuration

Target Column

XGBoost

Gradient BoostingAUC 0.78-0.92

LightGBM

Gradient BoostingAUC 0.79-0.93

Random Forest

EnsembleAUC 0.74-0.88

Logistic Regression

LinearAUC 0.65-0.8

MLP Neural Net

NeuralAUC 0.72-0.89

CatBoost

Gradient BoostingAUC 0.78-0.91

Tree Tier

xgboostlightgbmrandom_forest

Linear Tier

logistic_regression

Neural Tier

Configure & Forge

Set your parameters in the left panel, then click "Forge Network" to automatically build a complete ensemble pipeline.

Data Source

Not selected

Models

4 selected

Tiers

2 active

Optimization

50 trials

Min AUC Gate

0.70

Data→Training→Network→Optimize→Champion

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