Parkinsons disease analysis

CL5D Hybrid Model

Parkinson's Disease Analysis - Complete Mathematical Workflow

Phase I → Phase II → Phase III → Phase IV

Upload Parkinson's Disease Dataset

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Data Information

0

Total Rows

0

Total Columns

0%

Overfitting Risk

Regions Generated

400

Minimum Requirement

$400 \text{ regions required for CL5D}$

Overfitting → Entropy

0.0000

For At Agent

$H_{overfit} = -\eta \log_2(\eta)$

I

Phase I: Agent Coordination

At

Entropy Agent

$H(X) = -\sum p(x)\log p(x)$

0.0000

Normalized Entropy

Ab

Fractal Agent

$D_f = \frac{\log N(\epsilon)}{\log(1/\epsilon)}$

0.0000

Fractal Dimension

Ex

Harmonic Agent

$H_k = \frac{400}{\sum \frac{1}{x_i}}$

0.0000

Harmonic Mean

T

Transformation Agent

$V = \frac{\Gamma(\text{Cn})}{\sum \Gamma(\text{Cn}_i)}$

0.0000

Valence Score

50% Gate Rule: ≥50% of regions must have Cn ≤ 0.000123

❌ Not Satisfied

Cn Score (Phase I)

0.0000

No Data

Cn Score Progress 0%

II

Phase II: Evolution & Equilibrium

Evolution Score

0.000000

Range: <0.000123 - 0.0001

Decay Score

0.000000

Range: <0.0001 - 0.00002

Conjugate Balance

$\sqrt{E \times D}$

0.000000

Equilibrium Point

Benchmark Score

0.000020

Target: 0.000020

50% Gate Rule: ≥50% satisfy Evolution → Decay transition

❌ Not Satisfied

III

Phase III: Fusion & Catalyst

$F = \alpha \cdot \left(\frac{W}{W_{crit}}\right) \cdot e^{-\beta \cdot \Delta t}$

0.000000

Fusion Equation

0.000000

Ct Agent (Catalyst)

IV

Phase IV: Weight Transition

$W_{adv} = m \cdot g + F \cdot \Delta t \cdot \nabla \Phi$

0.000000

Weight Equation

0.000000

Final Cn Score

CL5D Workflow Summary

Overfitting Entropy

0.0000

High

Gate Compliance

0%

Low

Final Cn Score

0.0000

No Data

Workflow Status

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Not Started