Multi-dimensional data analysis and database generation

Abstract

Described herein are systems and methods for multi-dimensional analysis of complex data sets to generate multi-factorial overlap intervals used in lookup tables to classify input data. Also disclosed are systems and methods for provisioning searchable databases comprising the multi-factorial overlap intervals through a distributed network for remote access.

What is claimed is: 
     
         1 . A computer-implemented system for generating a searchable database comprising a multi-dimensional lookup table for input classification, the system comprising:
 (a) a digital processing device comprising a processor, a memory, and an operating system configured to perform executable instructions; and   (b) a computer program including instructions executable by the digital processing device, the computer program comprising:
 (i) a data processing module comprising an extraction algorithm configured to extract data from a population of data records; 
 (ii) a data ingestion module configured to import the data, the data comprising first parameter data, second parameter data, and outcome data from the population of data records; 
 (iii) a grouping module configured to group the first parameter data into a first plurality of data groups and the second parameter data into a second plurality of data groups; 
 (iv) a joining module configured to join the first plurality of data groups with the second plurality of data groups generating a plurality of joint parameters; 
 (v) a comparison module configured to compare the outcome data with the plurality of joint parameters thereby generating joint outcome data; 
 (vi) a distribution module configured to determine a distribution of the plurality of joint parameters; 
 (vii) an overlap module comprising a machine learning algorithm configured to determine one or more areas of overlaps between the distribution of the plurality of joint parameters and the joint outcome data; 
 (viii) an interval generating module configured to generate one or more overlap intervals based on the one or more areas of overlap; and 
 (ix) a table generating module configured to generate a multi-dimensional lookup table comprising the one or more overlap intervals, wherein the multi-dimensional lookup table is embedded within a searchable database accessed through a portal, wherein the portal is configured to receive input parameter values and generate an output comprising a classification of the input parameter values based on a comparison of the input parameter values with the one or more overlap intervals of the multi-dimensional lookup table. 
   
     
     
         2 . The system of  claim 1 , wherein the overlap module comprises a machine learning algorithm trained to automatically detect whether the overlap is present between the distribution of the plurality of joint parameters and the joint outcome data. 
     
     
         3 . The system of  claim 1 , wherein the computer program further comprises a communication module for interfacing with a distributed network of computing devices and providing the portal through the distributed network of computing devices. 
     
     
         4 . The system of  claim 3 , wherein the searchable database is periodically or dynamically updated with updated overlap intervals. 
     
     
         5 . The system of  claim 3 , wherein the distributed network of computing devices comprises desktop computers, tablets, mobile phones, or any combination thereof. 
     
     
         6 . The system of  claim 3 , wherein the input parameter values comprise sensor data obtained from the distributed network of computing devices. 
     
     
         7 . The system of  claim 6 , wherein the portal comprises a user interface configured to enable user upload of the input parameter values. 
     
     
         8 . The system of  claim 1 , wherein the computer program further comprises a data extraction module configured to extract the parameter data and outcome data for the population of data records from the data that is ingested. 
     
     
         9 . The system of  claim 1 , wherein the computer program further comprises a parameter selection module configured to allow the lookup table creator to select the first parameter, the second parameter, or both the first parameter and the second parameter. 
     
     
         10 . The system of  claim 1 , wherein the computer program further comprises a feature selection module configured to allow the lookup table creator to select the shared feature(s). 
     
     
         11 . The system of  claim 1 , wherein the computer program further comprises a visualization module configured to generate a 3D visualization of the distribution of the plurality of joint parameters and a 3D visualization of the joint or outcome data. 
     
     
         12 . The system of  claim 11 , wherein the computer program further comprises a module configured to send instructions to an output device to print or create a physical representation of the 3D visualization of the distribution of the plurality of joint parameters and/or the 3D visualization of the joint or outcome data. 
     
     
         13 . The system of  claim 12 , wherein the physical representation is a paper printout, a poster, or a 3D printed map or model. 
     
     
         14 . The system of  claim 1 , wherein the computer program further comprises a module configured to send instructions to an output device to print or create a physical representation of the multi-dimensional lookup table. 
     
     
         15 . The system of  claim 14 , wherein the physical representation is a paper printout, a poster, or a 3D printed map or model.