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Simple Tut Example

[Generated automatically as a Tutorial summary]

Inputs

Description

Name:tut_example1
Title:Simple Tut Example
Author:J.R. Hartley
Abstract:
One compartment model with elimination rate constant KE.
Keywords:one compartment model; iv_one_cmp_k
Input Script:tut_example1.pyml
Diagram:

Failed to create compartment diagram

True f[X] values

f[KE] = 0.1
f[PNOISE] = 0.05
f[KE_isv] = 0.03

Starting f[X] values

f[KE] = 0.05
f[PNOISE] = 0.1
f[KE_isv] = 0.1

Outputs

Generating and Fitting Summaries

Fitted f[X] values

f[KE] = 0.10617
f[PNOISE] = 0.044931
f[KE_isv] = 0.027391

Plots

Dense comp plots

Alternatively see All dense_comp graph plots

Comparison

True objective value

-44.2006511069

Final fitted objective value

-48.4356695188

Compare Main f[X]

Name Initial Fitted True Prop. Error Abs. Error
f[KE] 0.05 0.106 0.1 6.17% 6.17e-03

Compare Noise f[X]

Name Initial Fitted True Prop. Error Abs. Error
f[PNOISE] 0.1 0.0449 0.05 10.14% 5.07e-03

Compare Variance f[X]

Name Initial Fitted True Prop. Error Abs. Error
f[KE_isv] 0.1 0.0274 0.03 8.70% 2.61e-03
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