An exemplary system, method and computer-accessible medium for generating a model(s), can include, for example, receiving first information related to raw data, generating second information by formatting the first information, generating third information related to a feature set(s) of the second information, generating the model(s) based on the second and third information. Fourth information related to a user-defined regularization of the second information can be received, fifth information can be generated based on a reformatting of the second information using the fourth information. A prediction(s) can be generated based on the model(s). The prediction(s) can be generated based on a time horizon(s).
Please help me write a proper abstract based on the patent claims. CLAIM: 1. A non-transitory computer-accessible medium having stored thereon computer-executable instructions for generating at least one model, wherein, when a computer arrangement executes the instructions, the computer arrangement is configured to perform procedures, comprising: receiving first information related to raw data; generating second information by formatting the first information; generating third information related to at least one feature set of the second information; and generating the at least one model based on the second and third information. 2. The computer-accessible medium of claim 1, wherein the computer arrangement is further configured to (i) receive fourth information related to a user-defined regularization of the second information, and (ii) generate fifth information based on a reformatting of the second information using the fourth information. 3. The computer-accessible medium of claim 1, wherein the computer arrangement is further configured to generate at least one prediction based on the at least one model. 4. The computer-accessible medium of claim 3, wherein the computer arrangement is further configured to generate the at least one prediction based on at least one time horizon. 5. The computer-accessible medium of claim 3, wherein the computer arrangement is further configured to determine fourth information related to a potential information value for the second information based on the third information. 6. The computer-accessible medium of claim 5, wherein the computer arrangement is further configured to determine the fourth information using at least one of a simple regression procedure or a correlation analysis. 7. The computer-accessible medium of claim 3, wherein the second information includes a plurality of discrete data columns, and wherein computer arrangement is further configured to generate a plurality of equations based on a plurality of combinations of a set of data columns of the data columns. 8. The computer-accessible medium of claim 5, wherein the second information includes a plurality of discrete data columns, and wherein the computer arrangement is further configured to determine fifth information related to how a first data column of the data columns is linked with at least one further data column of the data columns. 9. The computer-accessible medium of claim 8, wherein the computer arrangement is further configured to generate the third information based on the second information. 10. The computer-accessible medium of claim 9, wherein the computer arrangement is further configured to assign a score to each set of the feature sets based on a correlation of each respective one of the feature sets to the at least one prediction. 11. The computer-accessible medium of claim 10, wherein the computer arrangement is further configured to select a particular feature set based on the score. 12. The computer-accessible medium of claim 1, wherein the computer arrangement is configured to generate the at least one model using an islanding procedure based on the first information and the second information. 13. The computer-accessible medium of claim 12, wherein the islanding procedure includes generating, using the computer arrangement, a plurality of subsets of the second information. 14. The computer-accessible medium of claim 13, wherein the islanding procedure further includes assigning one or more species to each subset of the subsets using the computer arrangement. 15. The computer-accessible medium of claim 14, wherein the computer arrangement is configured to assign the one or more species based on a performance of each subset. 16. The computer-accessible medium of claim 15, wherein the performance includes a comparison of each subset relative to its historical performance. 17. The computer-accessible medium of claim 1, wherein the computer arrangement is configured to generate the at least one model using at least one neural network. 18. The computer-accessible medium of claim 17, wherein the at least one neural network is at least one evolutionary neural network. 19. The computer-accessible medium of claim 18, wherein the at least one model is at least one genomic model, and the at least one evolutionary neural network is at least one evolutionary neural network with at least one of at least one mutation or at least one recombination. 20. The computer-accessible medium of claim 19, wherein the at least one of the at least one mutation or the at least one recombination includes at least one rate that is tunable using at least one hyperparameter. 21. A method for generating at least one model, comprising: receiving first information related to raw data; generating second information by formatting the first information; generating third information related to at least one feature set of the second information; and using a computer hardware arrangement, generating the at least one model based on the second and third information. 22-40. (canceled) 41. A system for generating at least one model, comprising: at least one computer hardware arrangement configured to: receive first information related to raw data; generate second information by formatting the first information; generate third information related to at least one feature set of the second information; and generate the at least one model based on the second and third information. 42-60. (canceled)