Overfitting Calculator

Calculate overfitting metrics, generalization gap, bias-variance trade-off, and model complexity analysis.

Training Accuracy

Validation Accuracy

Model Complexity

thousand parameters

Dataset Size

Regularization Strength

Overfitting Gap

10%

Generalization Gap

10%

Variance10

Bias5

Complexity Ratio5

Optimal Complexity1,000 parameters

Ad Placeholder

Formula

Overfitting Gap = Training Accuracy - Validation Accuracy

Calculate accuracy, precision, recall, F1 score, MCC, AUC, and other classification performance metrics.

Calculate k-fold cross-validation splits, train-test splits, and data utilization for machine learning.

Ad Placeholder