Identify your operating architecture by checking system properties (e.g., 64-bit vs. 32-bit/86-bit).
| Scenario | Recommended ST-MTK Test | Alternative | |----------|------------------------|--------------| | Compare 2 model accuracies (same test set) | McNemar’s | Conditional logistic regression | | Compare 2 model RMSEs (CV folds) | 5×2CV paired t-test | Wilcoxon signed-rank | | Compare >3 models on multiple datasets | Friedman + Nemenyi | Mixed-effects model | | Test feature relevance (binary target) | Chi-square or Fisher’s exact | Mutual information (non-parametric) | | Test calibration of probabilities | Hosmer-Lemeshow (with caution) | Brier score + calibration curve | st mtk universal best
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