Validation results of Non-parametric models of pH Neutralization plant Dataset

This repository contains a table with different validation results of a series of models tested in pH Neutralization plant and Clarke plant.

In this case, the naming protocol was as follows: [plant name]_DataSet_[model variable].

The content of every CSV file is presented as follows: 

Column 1: { name: Model_No, type: numeric integer, limit: None, description: Code to identifiy the model (Primary Key)}

Column 2: { name: KS, type: numeric float, limits: [0 1], description: Kolgomorov-Smirnov test}

Column 3: { name: AD, type: numeric float, limits: [0 1], description: Anderson-Darling test}

Column 4: { name: SW, type: numeric float, limits: [0 1], description: Shapiro-Wilk test}

Column 5: { name: WX, type: numeric float, limits: [0 1], description: Wilcoxon test}

Column 6: { name: FIT, type: numeric float, limits: [-Inf 1], description: Goodness of Fit metric}

Column 7: { name: TIC, type: numeric float, limits: [0 1], description: Theil Inequality Index}

Column 8: { name: Willmott, type: numeric float, limits: [0 1], description: Willmott metric}

Column 9: { name: Russell_Pr, type: numeric float, limits: [0 1], description: Phase of Russell  }

Column 10: { name: Russell_Mr, type: numeric float, limits: [0 Inf], description: Magnitude of Russell  }

Column 11: { name: SG_Mr, type: numeric float, limits: [-Inf 1], description: Sprague & Geers}

Column 12: { name: Anova, type: numeric float, limits: [0 1], description: Anova test}

Column 13: { name: Dvure, type: numeric float, limits: [0 100], description: Dvurecenska metric}

Column 14: { name: DTW, type: numeric float, limits: [0 Inf], description: DTW metric}

Column 15: { name: D_DTW, type: numeric float, limits: [0 Inf], description: derivative of DTW metric}