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. Author manuscript; available in PMC: 2021 May 1.
Published in final edited form as: Ecol Indic. 2020 May 1;112:10.1016/j.ecolind.2019.105958. doi: 10.1016/j.ecolind.2019.105958

Table 6.

Statistics for the model predicted versus observed fish and macroinvertebrate (Macr) MMI score relationship by ecoregion (Eco). Results include the Pearson correlation coefficient (r) and slope for both the BIC variable selection multiple regression model (BIC) and random forest model (RF) predictions for both the first visit data (First) and repeat visit validation data (Valid).

Eco MMI BIC First r BIC Valid r RF First r RF Valid r BIC First Slope BIC Valid Slope RF First Slope RF Valid Slope
CPL Fish 0.76 0.71 0.75 0.72 0.58 0.50 0.47 0.45
CPL Macr 0.60 0.50 0.63 0.66 0.36 0.31 0.36 0.40
NAP Fish 0.84 0.80 0.85 0.90 0.71 0.70 0.66 0.74
NAP Macr 0.76 0.72 0.75 0.82 0.58 0.52 0.53 0.59
SAP Fish 0.75 0.71 0.76 0.76 0.56 0.56 0.50 0.57
SAP Macr 0.69 0.66 0.66 0.72 0.47 0.45 0.37 0.43
UMW Fish 0.58 0.57 0.65 0.71 0.33 0.34 0.35 0.46
UMW Macr 0.61 0.47 0.58 0.64 0.37 0.25 0.28 0.31
TPL Fish 0.78 0.80 0.77 0.87 0.60 0.69 0.55 0.66
TPL Macr 0.66 0.46 0.65 0.64 0.44 0.28 0.34 0.35
NPL Fish 0.72 0.79 0.70 0.89 0.53 0.68 0.45 0.73
NPL Macr 0.75 0.70 0.72 0.74 0.56 0.57 0.47 0.54
SPL Fish 0.68 0.64 0.60 0.70 0.46 0.44 0.34 0.42
SPL Macr 0.48 0.55 0.43 0.71 0.23 0.25 0.18 0.30
XER Fish 0.79 0.78 0.77 0.83 0.63 0.66 0.51 0.61
XER Macr 0.65 0.58 0.68 0.74 0.42 0.48 0.42 0.52
WMT Fish 0.66 0.71 0.58 0.74 0.44 0.45 0.33 0.43
WMT Macr 0.68 0.69 0.71 0.79 0.46 0.48 0.46 0.55