curve-bias-variance-tradeoff · python · pygal · anyplot.ai0011223344550011223344556677889910101111curve-bias-variance-tradeoff · python · pygal · anyplot.aiModel ComplexityPrediction ErrorOptimal: x=3.1, err=2.203.090909091: 2.195244615881.5584869675778773.1118178682365← Underfitting ZoneOverfitting Zone →Bias² (decreasing ↘)Variance (increasing ↗)Total Error (U-shaped)Irreducible Error (constant)│ Optimal x=3.1★ Optimal Point (x=3.1)