AUTO_PSF |
AUTO_PSF() takes input data and autogenerate optimum Window size (W) and cluster size (K) |
data_denorm |
Denormalize tha data |
data_norm |
Normalize the data |
mae |
Mean Absolute Error Calculation |
optimum_k |
To determine the Optimum value of Cluster size (K) based on Average silhouette method |
optimum_w |
Finds optimum value of Window Size (w) |
plot_PSF |
Generate the plot for Forecasted Values |
pred_for_w |
It predict the values for given data, Window size (W) and Cluster size (k). |
pred_for_w_plot |
It predict the values for given data, Window size (W) and Cluster size (k). |
rmse |
Root Mean Square Error Calculation |