Universal Representation Theory – Rigour IV {An Example of Computation of RCB-RB Error Value for Ensemble Linear Regression}
摘要
In this research investigation the authors have presented some important notions of Advanced Accurate Notion Of RCB Interaction, Geometric Computation Of The Recursive Connection Between An Aspect Primality Of Concern And Its Contradicting Complement, The Causally Relayed Recursive Contradicting Complement Construct, Adjusting any two Different Aspect Primalities Of Concern To Form A Recursive Geometric Connection Between Each Other, Computation Of The Body Co-ordinate Time Geodesics of the Aspect Primality of concern, Computation Of The Universal Recursive Geometric Connection Between Any Aspect Primality And Its True Complement, Holistic Outer Product, Holistic Half Outer Products, Advanced Higher Order RCB Cross Correlant, The Advanced Higher Order Universal RCB Cross-Correlant Based On Inner Product, The Advanced Higher Order Universal RCB Cross-Correlant Based On Outer Product, Holistic Outer Product Based Advanced Higher Order Universal Cross-Correlant, The Notion Of Random Complement Aspect Primality Of Any Given Aspect Primality, The Notion Of Hole Primality Based On The Random Complement Aspect Primality Of Any Given Aspect Primality, Condition For Universal Quantum Characterization, Time Complement Of Any Aspect Primality Of Concern, Body Coordinate Time Complement Of Any Aspect Primality Of Concern, Computation Of Special Curve Connecting Any Two Real Points [a, b] In Universal Representation Theoretic Metric, Scheme Of Sub/Hyper {Prime1/Higher Order Prime2/Askew Prime3/Higher Order Askew Prime4/Field Of Algebraic Operations On 1, 2, 3 and 4} Like Metrization between any two successive {Prime1/Higher Order Prime2/Askew Prime3/Higher Order Askew Prime4/Field Of Algebraic Operations On 1, 2, 3 and 4} Elements, Advanced Prime Like Sub-Prime Metrization Scheme, Shelled In Advanced Prime Like Sub-Prime Metrization Scheme Ahgain And Again To Determinative Objective Success, Important Assumption, Extractive Distillation Of Truthful Causal Function Maps From Onward Possibly Untrue Causal Functional Maps, Universal Quantum Characterization, Advanced Notion Of One Step Evolution Of An Askew Prime, Interaction In Euclidean Inner Product Space, Interaction In Universal Representation Theoretic Format Space, One Step Evolution Of An Askew Prime In The Universal Representation Theoretic Space, Infinitely Tunnelable Universal Representation Theory, Consciousness Information Nativity Analysis, Complementable Bounds, Prime Like Ordering (w. r. t Entropy/Potential Energy/Magnitude Etc), Discrete Version Of Advanced Accurate Notion Of Universal Recursion Schemes Of Any Aspect Primality Of Concern, Higher And Lower Order Evolution Analysis For Any Given Aspect Primality, Higher And Lower Order Evolution Analysis For Any Given Aspect Primality For All Possible Time Functions Of The Aspect Primality (both Body Co-ordinate Aspect Primality Time, And The Aspect Primality Time Function), Advanced Higher And Lower Order Evolution Analysis For Any Given Aspect Primality, Higher Vertical Evolutionary Order Of Any Aspect Primality of Concern Derived By The Next Upper Level Recursive Scale Shifting Of The Aspect Primality of Concern, Higher Order Mathematical Dimensions Based Enclosure Of Any Aspect Primality of Concern Derived Using RCB Notion Of Higher Order Mathematical Dimensions Analysis, Application Of 2.27 and 2.28 On The Aspect Primality Scheme Represented By Any Aspect Primality Of Concern, Truth Tests - Truth Test 1, Truth Test 2, Time Reset Proof Electronics Hardware And Software Engineering, Computation Of The Event Horizon Co-ordinate Of Any Aspect Primality Of Concern, Perception - Inside And Outside Of The Universe Set, Accurate Slating Of The Recursive Geometric Connection Between Any Aspect Primality of concern, its Contradicting Complement Aspect Primality or any other Aspect Primality of Concern, Extracting Or Carving Out Of A Remote Causal Operation Handle On Any Aspect Primality Of Concern, Ascertaining The Time Stamp Of Any Event Aspect Primality Of Concern, True Complement Of Any Aspect Primality Of Concern, Universal Determinative Analysis Of Any System Represented By An Aspect Primality Of Concern, Universal Hole Primality Of Any Aspect Primality Of Concern, Universal Quantum Characterization Of Any Aspect Primality of Concern, Exhaustive Universal Representation Theory - Method 1, Method 2, Theory Of A Complete Recursive Set - Symmetric Case, Asymmetric Case, Information Transfer Entropy Ambient Permeation & Reflectance Coefficient, Source Tracking, Information Transfer Entropy Ambient Permeation & Reflectance Coefficient Analysis, Universal Optimal Data Mining, Rectification Of An Aspect Primality of Concern, Life Sentience Engineering, Artificial Life Sentience Engineering, Natural Life Sentience Engineering – Life Creating Statisticity Determination Type Distributions, Computation Of The Complement Of Any Aspect Primality Of Concerm Using The Universal Wave Equation Of The Universe And Recursively The Universal Wave Equation Of The Universe Itself, The Concept Of Time Of Any Function, Computation Of Coefficient Of Reversed Time Cross-Correlant Invariance, Computation Of Coefficient Of Reversed Time Cross-Correlant Invariance, For All Possible Time Functions Gotten By Considering All Possible Time Co-ordinate Arrangements Of The Standard Concept Of Time Of The Function Of Concern, Tunneling To Meet A Criterion Known Mathematically Over Time Or Whose Approximate Event Description Is Summarized As A Verbal Aspect Primality Of Concern Constructed Over The Same Aforementioned Time, Exhaustive Time Line (Evolution) Distillation Analysis - Method 1, Method 2, Exhaustive Time Line (Evolution) Distinct Distillation Analysis, Analysis of (Exhaustive Time Line (Evolution) Distinct Distillation Analysis) For All Possible Position Arrangements i.e., All Possible Time Functions of the considered Composite Time Series, Analysis of (Exhaustive Time Line (Evolution) Distinct Distillation Analysis) For All Possible Position Arrangements, i.e., All Possible Time Functions of the considered Composite Time Series) For All The Prime Like Trends Of The Considered Composite Time Series, Representation Of Any Aspect Primality Of Concern In Terms Of Its RCB Type Normalized RCB Inner Product Based Norm, And RCB Outer Product Based Norm, Representation Of Any Aspect Primality Of Concern In Terms Of Its RCB Type Normalized RCB Cross-Correlant (Higher Order) Vector/Matrix Based Norm, And RCB Cross-Correlant (Higher Order) Vector/Matrix Based Norm, Existence Of An Inevitable Line Connection Between Any Two Aspect Primalities Of Concern, Optimal Aspect Primality Representations, Tunneling To Meet A Criterion Known Mathematically Or Whose Appropriate Event Aspect Verbal Primality Is Constructed Over Time, Advanced Definition Of Entropy, A Simple Method To Finding the Contradicting Complement Of Any Aspect Primality of Concern, Time Event Sequence Truth Integrity Analysis, Special Curve Computation For The Domains of Type, Hyper-Refinement Of The Special Curve Computation, RCB Universal Representation Theoretic Exhaustive Open And Closed System Causal Forecasting, Problem Statement, Theory Of RCB Universal Representation Theory, A Simple Scheme To Generate The Sequence Of Any Higher Order Sequence Of Primes, Askew Primes And Sequences Of Askew Primes, One Step Evolution, One Step Evolution of any Element Of Sequence Of Prime, One Step Devolution Of Any Element Of Sequence Of Primes, One Step Evolution Of Any Element Of Higher Order Sequence Of Primes,4 One Step Devolution Of Any Element Of Higher Order Sequence Of Primes, One Step Evolution Of Any Element Of Higher Order Sequence Of Askew Primes, One Step Devolution Of Any Element Of Higher Order Sequence Of Askew Primes, One Step Evolution Of Any Real Number, One Step Devolution Of Any Real Number, One Step Evolution Of An Askew Prime In The Universal Representation Theoretic Space, Theory Of RCB Special Curves, Special Curve Connecting Any Two Positive Real Numbers, Advanced Algorithm To Compute Special Curve Points Between Any Two Real Points Of Concern, An Easy Approximation For Special Curves Computations, Computation Of Special Curve Connecting Any Two Real Points [a, b] In Universal Representation Theoretic Metric, Scheme Of Sub/Hyper {Prime1/Higher Order Prime2/Askew Prime3/Higher Order Askew Prime4/Field Of Algebraic Operations on 1, 2, 3 and 4} Like Metrization* between any two successive {Prime1/Higher Order Prime2/Askew Prime3/Higher Order Askew Prime4/Field Of Algebraic Operations On 1, 2, 3 and 4} Elements, Causal Open And Closed System Forecasting Scheme, A Simple Novel Linear Extrapolation Based Open System Ensemble Forecasting Scheme, Causal Analysis Of The Case Of A Simple Novel Linear Extrapolation Based Open System Ensemble Forecasting Scheme, Description Of An Open System, A Simple Novel Linear Extrapolation Based Open System Ensemble Forecasting Scheme, Hyper Refinement Of The One Step Forecasting Scheme, Error Analysis - Development Of A Novel Forecasting Error Computation Scheme And Compute The Errors Of Forecasting In All Of The Afore-stated Forecasting Endeavors, Synthetic Agglomerative Constructional Transformation Of A Given Time Series Into That With Higher Number Of Time Series Data Points, Learning Model Based On The Advanced Higher Order RCB Cross Correlant Of A Given Series Data And Induction Of The Same In Its Hyper-Refinement, RCB Universal Representation Theoretic One Step Causal Closed System Forecasting, Causal Restriction, Re-Normalization, Causality Rank Analysis, and Causality Dimensions Based Forecasting Analysis. Finally, An Example Of Computation Of RCB-RB Error Value For Ensemble Linear Regression is presented.