This confusion matrix illustrates the model’s performance in predicting orbital periods for the ordered data set V3 without fine-tuning. The vertical band near 25 days reflects the model’s strong bias toward predicting the solar rotation rate, underscoring the need for fine-tuning. Unlike other matrices in this study, this matrix is not normalized along the “true period” axis.