MATLAB® Test Report
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Timestamp: |
14-Apr-2026 18:01:28 |
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Host: |
runnervm35a4x |
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Platform: |
glnxa64 |
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MATLAB Version: |
24.2.0.3157250 (R2024b) Update 8 |
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Number of Tests: |
21 |
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Testing Time: |
50.7373 seconds |
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Overall Result: |
PASSED |
Overview
/home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/
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17.7109 seconds |
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33.0264 seconds |
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Details
/home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/
SmokeTests
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=CurvilinearRegression.mlx
The test passed. Duration: 1.9843 seconds
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=LinearRegression.mlx
The test passed. Duration: 5.6797 seconds
Events:
Diagnostic logged.
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Timestamp: 14-Apr-2026 18:00:39 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_fcd436ac-b345-4c5a-8a11-ea094a0ec3a1.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=LinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:00:42 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_c9a40062-dcd0-4e08-becd-80d19643623d.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=LinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=MultipleRegression.mlx
The test passed. Duration: 1.9046 seconds
Event:
Diagnostic logged.
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Timestamp: 14-Apr-2026 18:00:43 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_5c9c31f6-69e0-4bb9-87f3-38da5c74b635.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=MultipleRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=TryCurvilinear.mlx
The test passed. Duration: 2.5973 seconds
Event:
Diagnostic logged.
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Timestamp: 14-Apr-2026 18:00:45 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_66e4405f-c0ad-4642-a83d-bd19118f0589.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=TryCurvilinear.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=TryCurvilinearPolynomial.mlx
The test passed. Duration: 1.3346 seconds
Event:
Diagnostic logged.
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Timestamp: 14-Apr-2026 18:00:47 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_43cba1df-1f4a-4f51-afa4-1bca190e7d3f.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=TryCurvilinearPolynomial.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=TryMultiple.mlx
The test passed. Duration: 3.3734 seconds
Events:
Diagnostic logged.
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Timestamp: 14-Apr-2026 18:00:50 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_095aa185-be5f-49f0-9886-ea00e8fceac2.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=TryMultiple.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:00:51 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_78250ada-505e-4db4-9a78-30aaa71f9c66.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=TryMultiple.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=TryRegression.mlx
The test passed. Duration: 0.8369 seconds
Event:
Diagnostic logged.
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Timestamp: 14-Apr-2026 18:00:52 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_bf141521-1ea1-43c3-87f2-b898a88a8b20.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=TryRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
(Overview)
SolnSmokeTests
ExistSolns
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=CurvilinearRegression.mlx
The test passed. Duration: 0.0631 seconds
(Overview)
ExistSolns
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=LinearRegression.mlx
The test passed. Duration: 0.0062 seconds
(Overview)
ExistSolns
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=MultipleRegression.mlx
The test passed. Duration: 0.0056 seconds
(Overview)
ExistSolns
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=TryCurvilinear.mlx
The test passed. Duration: 0.0054 seconds
(Overview)
ExistSolns
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=TryCurvilinearPolynomial.mlx
The test passed. Duration: 0.0076 seconds
(Overview)
ExistSolns
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=TryMultiple.mlx
The test passed. Duration: 0.0051 seconds
(Overview)
ExistSolns
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=TryRegression.mlx
The test passed. Duration: 0.0047 seconds
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=CurvilinearRegression.mlx
The test passed. Duration: 9.8629 seconds
Events:
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:00:58 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_c406375b-e79d-4cf8-8b2e-ed54466bf01d.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=CurvilinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:00:59 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_fce05164-4b85-465d-bcdc-417299643186.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=CurvilinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:00:59 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_27ff3830-994d-4f86-8dc7-c1954fe33928.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=CurvilinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:00 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_b3c4a125-daa2-4907-8633-58df37706e73.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=CurvilinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:00 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_53be0121-474e-45fe-a5d0-a8ac2f45dad8.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=CurvilinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:01 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_c10a2637-798d-4919-9c87-697cc80acd31.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=CurvilinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:01 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_32241b1d-1261-466e-97eb-bdd920b9bb89.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=CurvilinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:02 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_1a7b0ae0-fe61-43b9-91c6-f522913b7716.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=CurvilinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:02 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_1f0949bb-0c1d-4494-8c82-717d7795df33.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=CurvilinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:02 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_5e79c06b-445f-4f87-91c4-a7e8129c432e.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=CurvilinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=LinearRegression.mlx
The test passed. Duration: 4.4643 seconds
Events:
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:05 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_d88cf620-acdb-48cb-9348-073836911778.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=LinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:05 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_d41db3c0-6c24-4942-9179-853567d2cfd3.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=LinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:05 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_f76941c7-34bd-4730-94b1-742e9361c081.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=LinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:06 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_6886a1e4-61a1-4215-9374-4d2e6927b090.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=LinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:06 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_89bb0709-8e06-481a-890e-e917a7dfbf5a.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=LinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:06 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_1320727d-e137-4a99-b8c3-67076dd31589.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=LinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:06 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_c08c414b-db9f-49d3-95b3-e6551172a0c3.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=LinearRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=MultipleRegression.mlx
The test passed. Duration: 12.4558 seconds
Events:
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:16 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_dd79fb17-0c1f-4950-9bb1-aae8d488157b.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=MultipleRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:17 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_341387f6-1185-4ce1-a898-8043e9d67a3e.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=MultipleRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:17 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_f2880024-d8d9-44cf-9cbc-df511ab60d7f.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=MultipleRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:17 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_9a28fc11-a635-47c5-ab19-ec52fffff5a6.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=MultipleRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:17 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_0ed9ebb6-a66d-4274-ac3a-28e06a59d4b0.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=MultipleRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:18 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_3c6d9314-0e8a-442e-aa6c-cd37ab32bc0e.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=MultipleRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:18 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_6b9ff393-7f14-4681-90e4-ec34ed2b4704.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=MultipleRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:18 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_00fb6301-3667-4f7e-8a87-eb5734d94ae9.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=MultipleRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:18 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_c62a1595-1856-4ce3-9229-11a9d6b765f3.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=MultipleRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:18 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_133b2408-0ab2-4bcd-ba77-3a29e92bd263.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=MultipleRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:19 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_a4e1ae67-b709-4a91-9710-988d6a323748.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=MultipleRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=TryCurvilinear.mlx
The test passed. Duration: 1.4904 seconds
Event:
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:20 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_a850bbdf-b745-4db7-8c9f-874f7c761141.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=TryCurvilinear.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=TryCurvilinearPolynomial.mlx
The test passed. Duration: 0.7776 seconds
Event:
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:21 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_57a36617-1ac5-4281-af6c-21ba3539edb2.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=TryCurvilinearPolynomial.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=TryMultiple.mlx
The test passed. Duration: 3.0004 seconds
Events:
Diagnostic logged.
|
Timestamp: 14-Apr-2026 18:01:23 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_d48fb7c4-9113-4f29-9f8b-ca3af76e9a4c.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=TryMultiple.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 14-Apr-2026 18:01:24 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_1a55d33c-ea9c-4308-8071-c7e68f6e4d5c.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=TryMultiple.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 14-Apr-2026 18:01:24 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_0c69c0ff-6172-480a-b169-56934a5d61f7.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=TryMultiple.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 14-Apr-2026 18:01:24 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_c5ddaf2a-ac2a-4136-ad07-f88a7d3eab81.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=TryMultiple.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=TryRegression.mlx
The test passed. Duration: 0.8775 seconds
Event:
Diagnostic logged.
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Timestamp: 14-Apr-2026 18:01:25 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_e15090ae-727f-44b4-b507-1598c4ae1a32.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=TryRegression.mlx) Stack: In /home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
(Overview)
Command Window Text
Running SmokeTests >> Running CurvilinearRegression.mlx Data loaded. [Warning: Select a valid option.] [> In CurvilinearRegression (line 9) In run (line 112) In SmokeTests/SmokeRun (line 79)] .>> Running LinearRegression.mlx [Warning: Select a valid option.] [> In LinearRegression (line 13) In run (line 112) In SmokeTests/SmokeRun (line 79)] [Terse] Diagnostic logged (2026-04-14 18:00:39): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_fcd436ac-b345-4c5a-8a11-ea094a0ec3a1.png [Terse] Diagnostic logged (2026-04-14 18:00:42): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_c9a40062-dcd0-4e08-becd-80d19643623d.png .>> Running MultipleRegression.mlx t QkW mDot dT ____________________ ______ _______ ______ 01-Jan-2026 08:00:00 364.85 1.0916 24.117 01-Jan-2026 08:01:00 365.02 1.181 23.487 01-Jan-2026 08:02:00 243.43 1.0681 14.147 01-Jan-2026 08:03:00 351.04 1.1817 22.428 01-Jan-2026 08:04:00 346.56 1.2493 21.824 01-Jan-2026 08:05:00 357.76 1.5676 20.948 01-Jan-2026 08:06:00 275.62 0.98179 17.173 01-Jan-2026 08:07:00 297.82 1.1733 18.294 [Warning: Select a valid option.] [> In MultipleRegression (line 18) In run (line 112) In SmokeTests/SmokeRun (line 79)] [Terse] Diagnostic logged (2026-04-14 18:00:43): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_5c9c31f6-69e0-4bb9-87f3-38da5c74b635.png .>> Running TryCurvilinear.mlx xPl yPl _______ ________ 0.1 0.051097 0.10476 0.052218 0.10975 0.071528 0.11498 0.08129 0.12045 0.076425 0.12619 0.099658 0.13219 0.091631 0.13849 0.077767 [Warning: Select a valid option.] [> In TryCurvilinear>plotDataByAxis (line 103) In TryCurvilinear (line 7) In run (line 112) In SmokeTests/SmokeRun (line 79)] Answer = "Select" [Warning: Select a valid answer.] [> In TryCurvilinear>checkAnswer (line 176) In TryCurvilinear (line 10) In run (line 112) In SmokeTests/SmokeRun (line 79)] t SOH _______ ______ 0 100 0.20833 100 0.41667 100 0.62444 85.076 0.83278 92.149 1.0411 90.785 1.2489 90.513 1.4572 88.018 t Temp _______ ________ 0 0.029912 0.10101 0.22699 0.20202 0.52958 0.30303 0.59651 0.40404 0.9151 0.50505 1.112 0.60606 1.1142 0.70707 1.2403 [Warning: Select a valid option.] [> In TryCurvilinear>plotDataByAxis (line 103) In TryCurvilinear (line 61) In run (line 112) In SmokeTests/SmokeRun (line 79)] [Warning: Select a valid answer.] [> In TryCurvilinear>checkAnswer (line 176) In TryCurvilinear (line 62) In run (line 112) In SmokeTests/SmokeRun (line 79)] [Terse] Diagnostic logged (2026-04-14 18:00:45): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_66e4405f-c0ad-4642-a83d-bd19118f0589.png .>> Running TryCurvilinearPolynomial.mlx x y ________ _______ -2 -20.472 -1.8333 -15.928 -1.6667 -12.404 -1.5 -8.7258 -1.3333 -7.6247 -1.1667 -4.6366 -1 -2.3319 -0.83333 -1.9445 PredictedValue = 0.8626 x yPred _____ _______ -1.6 -11.097 -0.53 -0.6835 0.38 0.4716 1.9 11.329 Temp Prod ______ ______ 30.03 9.098 30.042 10.031 30.094 10.961 30.285 11.148 30.352 11.819 30.474 12.469 30.732 12.515 31.202 14.789 [Terse] Diagnostic logged (2026-04-14 18:00:47): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_43cba1df-1f4a-4f51-afa4-1bca190e7d3f.png .>> Running TryMultiple.mlx x1 x2 x3 y _______ _________ _______ _______ -1.7762 -0.17155 1.3881 -2.5869 -1.657 -0.022009 1.4499 -2.5763 -1.6891 0.1985 1.1864 -3.0785 -1.6205 0.41515 1.1858 -3.2699 -1.5452 0.56363 1.0069 -3.4249 -1.4978 0.71485 0.8188 -3.6604 -1.5142 0.8476 0.59099 -4.0008 -1.4559 0.97676 0.36247 -4.1959 mdl = Linear regression model: y ~ 1 + x1 + x2 + x3 Estimated Coefficients: Estimate SE tStat pValue __________ __________ _______ ___________ (Intercept) 0.00019709 0.00099983 0.19713 0.84414 x1 1.999 0.0010512 1901.7 1.8199e-221 x2 -1.4995 0.0010511 -1426.6 1.759e-209 x3 0.5006 0.0010049 498.14 1.273e-165 Number of observations: 100, Error degrees of freedom: 96 Root Mean Squared Error: 0.01 R-squared: 1, Adjusted R-Squared: 1 F-statistic vs. constant model: 2.72e+06, p-value = 1.97e-236 ans = 3x5 table SumSq DF MeanSq F pValue _________ __ __________ __________ ___________ Total 815.33 99 8.2356 Model 815.32 3 271.77 2.7186e+06 1.9701e-236 Residual 0.0095967 96 9.9966e-05 X1 X2 Y ________ ________ ______ 0.010566 0.010091 4.9962 0.081548 0.096097 5.3989 0.16574 0.15857 5.7755 0.25352 0.26433 6.3416 0.32934 0.33657 6.7198 0.41617 0.42928 7.148 0.51347 0.5313 7.6426 0.58878 0.59646 7.8955 mdl = Linear regression model: Y ~ 1 + X1 + X2 Estimated Coefficients: Estimate SE tStat pValue ________ ________ ______ ___________ (Intercept) 4.9899 0.009082 549.43 1.8884e-201 X1 2.0118 0.30379 6.6222 1.1286e-09 X2 2.9892 0.30387 9.8372 5.2689e-17 Number of observations: 120, Error degrees of freedom: 117 Root Mean Squared Error: 0.05 R-squared: 1, Adjusted R-Squared: 1 F-statistic vs. constant model: 5.08e+06, p-value = 1.28e-289 ans = 3x5 table SumSq DF MeanSq F pValue _______ ___ _________ __________ ___________ Total 25421 119 213.62 Model 25421 2 12710 5.0754e+06 1.2833e-289 Residual 0.29301 117 0.0025043 Tbl = 200x4 table TrafficLoad ActiveModules AmbientTemp DCPower ___________ _____________ ___________ _______ 0.375 8 31 204.57 0.951 4 21 226.44 0.732 1 19 164.85 0.599 8 30 234.76 0.156 4 31 153.41 0.156 6 35 166.61 0.058 8 23 172.29 0.866 4 22 217.05 0.601 3 31 188.35 0.708 9 22 235.89 0.021 3 34 120.37 0.97 9 32 282.17 0.832 2 24 189.79 0.212 2 30 134.97 0.182 2 30 133.42 0.183 6 17 127.34 0.304 3 33 159.27 0.525 9 25 222.97 0.432 4 32 185.24 0.291 1 21 134.69 0.612 4 33 211.6 0.139 1 23 103.95 0.292 5 15 141.99 0.366 4 33 180.26 0.456 8 17 189.59 0.785 8 21 230.48 0.2 7 34 199.96 0.514 3 34 184.24 0.592 1 26 163.78 0.046 1 28 87.49 0.608 3 24 189.67 0.171 6 21 141.86 0.065 7 22 146.4 0.949 6 28 262.29 0.966 6 30 251.17 0.808 6 31 241.89 0.305 3 31 168.93 0.098 6 17 115.3 0.684 8 25 226.96 0.44 2 16 135.81 0.122 5 26 142.14 0.495 1 24 152.78 0.034 1 33 102.77 0.909 5 22 226.91 0.259 3 17 124.88 0.663 4 18 185.49 0.312 3 30 158.5 0.52 1 27 168.74 0.547 1 17 157.58 0.185 5 17 142.43 0.97 6 29 250.89 0.775 3 16 191.67 0.939 9 31 300.89 0.895 5 29 249.18 0.598 8 17 207.16 0.922 1 17 206.33 0.088 5 35 149.61 0.196 3 22 125.9 0.045 1 22 108.21 0.325 4 31 157.45 0.389 5 34 172.25 0.271 7 35 198.17 0.829 1 30 202.77 0.357 3 23 151.62 0.281 2 17 121.83 0.543 9 31 231.03 0.141 6 26 150.5 0.802 3 23 200.48 0.075 8 33 169.58 0.987 8 17 254.95 0.772 2 25 189.32 0.199 6 15 140.33 0.006 7 24 123.2 0.815 2 16 193.52 0.707 2 17 180.01 0.729 1 17 170.83 0.771 8 28 250.43 0.074 1 30 113.96 0.358 9 27 199.22 0.116 6 34 159.01 0.863 7 22 247.55 0.623 7 21 213.53 0.331 3 32 178.61 0.064 2 19 115.79 0.311 9 34 218.18 0.325 8 15 169.79 0.73 7 34 240.63 0.638 9 16 214.29 0.887 4 33 239.94 0.472 4 26 155.07 0.12 1 35 120.97 0.713 8 16 221.85 0.761 3 26 192.22 0.561 7 34 231.31 0.771 2 25 187.6 0.494 2 28 168.78 0.523 7 29 234.37 0.428 6 24 172.55 0.025 3 28 117.19 0.108 9 27 171.72 0.031 6 33 146.49 0.636 6 16 204.31 0.314 1 21 135.5 0.509 4 34 200.21 0.908 6 33 250.33 0.249 6 24 183.56 0.41 5 27 166.19 0.756 1 21 171.23 0.229 8 19 170.96 0.077 5 24 136.36 0.29 5 22 161.78 0.161 7 27 178 0.93 4 17 217.44 0.808 6 34 247.62 0.633 4 35 205.34 0.871 3 29 226.73 0.804 7 26 238.48 0.187 8 21 165.62 0.893 4 31 240.37 0.539 2 29 182.04 0.807 3 18 180.61 0.896 1 33 218.24 0.318 8 31 197.17 0.11 3 34 145.78 0.228 7 30 175.62 0.427 5 27 192.56 0.818 5 23 217.8 0.861 7 34 241.93 0.007 9 32 179.73 0.511 5 16 168.4 0.417 1 16 118.74 0.222 1 23 118.58 0.12 2 31 125.29 0.338 6 35 197.22 0.943 9 18 269.3 0.323 8 27 193.87 0.519 5 23 179.1 0.703 1 34 196.26 0.364 7 32 198.72 0.972 5 32 258.82 0.962 6 24 243.06 0.252 7 23 167.96 0.497 3 20 168.45 0.301 3 16 144.28 0.285 5 32 180.35 0.037 6 31 149.97 0.61 9 35 243.74 0.503 5 35 205.95 0.051 1 26 94.61 0.279 4 30 154.47 0.908 5 34 261.91 0.24 5 32 169.95 0.145 7 20 150.53 0.489 4 24 183.38 0.986 1 18 212.95 0.242 5 34 166.61 0.672 7 27 223.92 0.762 6 20 214.33 0.238 5 28 168.88 0.728 4 27 218.22 0.368 2 22 154.47 0.632 4 17 191.85 0.634 3 28 179.61 0.536 1 25 162.65 0.09 8 30 162.04 0.835 5 25 224.24 0.321 4 32 169.92 0.187 8 26 182.12 0.041 7 26 143.09 0.591 2 33 167.11 0.678 1 23 175.36 0.017 4 18 131.66 0.512 8 16 197.19 0.226 2 30 138.71 0.645 3 27 206.79 0.174 1 29 127.27 0.691 1 19 171.54 0.387 3 18 150.54 0.937 5 15 227.35 0.138 3 22 114.4 0.341 1 27 128.39 0.113 1 23 120.98 0.925 8 24 262.06 0.877 2 33 221.71 0.258 3 22 137.18 0.66 2 25 189.37 0.817 3 31 238.39 0.555 7 23 211.21 0.53 1 27 158.02 0.242 8 32 190.33 0.093 2 34 136.73 0.897 3 18 203.92 0.9 9 34 287.17 0.633 7 25 200.67 0.339 4 20 151.09 0.349 5 24 173.2 0.726 2 35 215.18 0.897 8 25 252.38 0.887 4 22 208.79 0.78 9 28 255 mdl = Linear regression model: DCPower ~ 1 + TrafficLoad + ActiveModules + AmbientTemp Estimated Coefficients: Estimate SE tStat pValue ________ ________ ______ ___________ (Intercept) 46.893 3.0123 15.567 4.223e-36 TrafficLoad 119.84 2.0263 59.142 6.2466e-127 ActiveModules 7.8063 0.23441 33.302 1.2626e-82 AmbientTemp 1.6513 0.099111 16.661 2.0997e-39 Number of observations: 200, Error degrees of freedom: 196 Root Mean Squared Error: 8.37 R-squared: 0.962, Adjusted R-Squared: 0.962 F-statistic vs. constant model: 1.66e+03, p-value = 5.38e-139 ans = 3x5 table SumSq DF MeanSq F pValue __________ ___ __________ ______ ___________ Total 3.628e+05 199 1823.1 Model 3.4906e+05 3 1.1635e+05 1659.2 5.3802e-139 Residual 13745 196 70.126 [Terse] Diagnostic logged (2026-04-14 18:00:50): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_095aa185-be5f-49f0-9886-ea00e8fceac2.png [Terse] Diagnostic logged (2026-04-14 18:00:51): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_78250ada-505e-4db4-9a78-30aaa71f9c66.png .>> Running TryRegression.mlx Tbl = 100x2 table x y _______ _________ 0 14.543 0.10101 5.8132 0.20202 10.639 0.30303 4.4715 0.40404 4.9956 0.50505 9.4604 0.60606 8.9909 0.70707 0.81287 0.80808 -1.0473 0.90909 1.3288 1.0101 -0.058665 1.1111 7.5201 1.2121 5.368 1.3131 5.7862 1.4141 1.0235 1.5152 11.928 1.6162 10.429 1.7172 7.9862 1.8182 13.742 1.9192 4.4685 2.0202 11.114 2.1212 10.985 2.2222 11.191 2.3232 6.0002 2.4242 11.483 2.5253 7.4761 2.6263 5.7703 2.7273 4.4382 2.8283 15.846 2.9293 6.6289 3.0303 10.196 3.1313 5.2194 3.2323 9.979 3.3333 -4.4935 3.4343 6.4339 3.5354 4.9385 3.6364 7.2005 3.7374 11.408 3.8384 11.05 3.9394 22.601 4.0404 10.222 4.1414 12.033 4.2424 5.6383 4.3434 11.3 4.4444 7.199 4.5455 14.242 4.6465 18.558 4.7475 16.516 4.8485 11.194 4.9495 6.7463 5.0505 22.401 5.1515 25.553 5.2525 16.108 5.3535 10.758 5.4545 21.898 5.5556 13.148 5.6566 13.964 5.7576 20.947 5.8586 9.7911 5.9596 7.1354 6.0606 19.225 6.1616 19.327 6.2626 18.001 6.3636 20.211 6.4646 23.34 6.5657 22.984 6.6667 15.49 6.7677 22.585 6.8687 19.604 6.9697 16.412 7.0707 13.175 7.1717 22.578 7.2727 17.777 7.3737 19.98 7.4747 15.985 7.5758 12.399 7.6768 21.211 7.7778 20.245 7.8788 26.753 7.9798 24.968 8.0808 26.428 8.1818 17.619 8.2828 16.884 8.3838 15.422 8.4848 24.46 8.5859 36.117 8.6869 26.012 8.7879 18.71 8.8889 26.961 8.9899 17.338 9.0909 16.059 9.1919 26.971 9.2929 19.696 9.3939 25.368 9.4949 31.023 9.596 26.198 9.697 29.042 9.798 16.567 9.899 28.106 10 35.693 Model Coefficients: Slope (b1): 2.25 Intercept(b0): 3.2696 x PredictedY ___ __________ 2.4 8.6695 2.7 9.3445 4.9 14.294 9.2 23.969 [Terse] Diagnostic logged (2026-04-14 18:00:52): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_bf141521-1ea1-43c3-87f2-b898a88a8b20.png . Done SmokeTests __________ Running SolnSmokeTests .......>> Running CurvilinearRegressionSoln.mlx Data loaded. The SSE for the Polynomial of Order 2 Fit is 1818.7 ResultsTbl = 4x3 table FitType PlotTitle SSE _______________________ ___________________________ ______ "Linear" "Linear Fit" 8835.4 "Polynomial of Order 2" "Polynomial Fit of Order 2" 1818.7 "Polynomial of Order 3" "Polynomial Fit of Order 3" 1498.7 "Polynomial of Order 4" "Polynomial Fit of Order 4" 744.11 You are correct. You are correct. The SSE for the Polynomial of Order 2 Fit is 15.6768 FitType PlotTitle SSE _______________________ ___________________________ ______ "Exponential" "Exponential Fit" 15.704 "Linear" "Linear Fit" 17.566 "Polynomial of Order 2" "Polynomial Fit of Order 2" 15.677 You are correct. [Terse] Diagnostic logged (2026-04-14 18:00:58): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_c406375b-e79d-4cf8-8b2e-ed54466bf01d.png [Terse] Diagnostic logged (2026-04-14 18:00:59): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_fce05164-4b85-465d-bcdc-417299643186.png [Terse] Diagnostic logged (2026-04-14 18:00:59): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_27ff3830-994d-4f86-8dc7-c1954fe33928.png [Terse] Diagnostic logged (2026-04-14 18:01:00): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_b3c4a125-daa2-4907-8633-58df37706e73.png [Terse] Diagnostic logged (2026-04-14 18:01:00): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_53be0121-474e-45fe-a5d0-a8ac2f45dad8.png [Terse] Diagnostic logged (2026-04-14 18:01:01): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_c10a2637-798d-4919-9c87-697cc80acd31.png [Terse] Diagnostic logged (2026-04-14 18:01:01): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_32241b1d-1261-466e-97eb-bdd920b9bb89.png [Terse] Diagnostic logged (2026-04-14 18:01:02): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_1a7b0ae0-fe61-43b9-91c6-f522913b7716.png [Terse] Diagnostic logged (2026-04-14 18:01:02): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_1f0949bb-0c1d-4494-8c82-717d7795df33.png [Terse] Diagnostic logged (2026-04-14 18:01:02): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_5e79c06b-445f-4f87-91c4-a7e8129c432e.png .>> Running LinearRegressionSoln.mlx You are correct. You got the correct slope. You got the correct intercept. Model SSE _____________________ ______ "y = 2.075x + 0.7629" 275.68 Other_Model SSE ___________________ ______ "y=2.075x + 0.5629" 276.08 "y=2.275x + 0.5629" 286.97 "y=2.575x + 0.5629" 360.29 "y=3.075x + 0.5629" 634.5 "y=2.075x + 0.6129" 275.91 "y=2.275x + 0.6129" 287.87 "y=2.575x + 0.6129" 362.82 "y=3.075x + 0.6129" 639.72 "y=2.075x + 0.6629" 275.78 "y=2.275x + 0.6629" 288.83 "y=2.575x + 0.6629" 365.39 "y=3.075x + 0.6629" 645 "y=2.075x + 0.7129" 275.71 "y=2.275x + 0.7129" 289.83 "y=2.575x + 0.7129" 368.02 "y=3.075x + 0.7129" 650.32 The estimated price for 3,470 sqft. is $488,227. You are correct. [Terse] Diagnostic logged (2026-04-14 18:01:05): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_d88cf620-acdb-48cb-9348-073836911778.png [Terse] Diagnostic logged (2026-04-14 18:01:05): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_d41db3c0-6c24-4942-9179-853567d2cfd3.png [Terse] Diagnostic logged (2026-04-14 18:01:05): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_f76941c7-34bd-4730-94b1-742e9361c081.png [Terse] Diagnostic logged (2026-04-14 18:01:06): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_6886a1e4-61a1-4215-9374-4d2e6927b090.png [Terse] Diagnostic logged (2026-04-14 18:01:06): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_89bb0709-8e06-481a-890e-e917a7dfbf5a.png [Terse] Diagnostic logged (2026-04-14 18:01:06): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_1320727d-e137-4a99-b8c3-67076dd31589.png [Terse] Diagnostic logged (2026-04-14 18:01:06): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_c08c414b-db9f-49d3-95b3-e6551172a0c3.png .>> Running MultipleRegressionSoln.mlx t QkW mDot dT ____________________ ______ _______ ______ 01-Jan-2026 08:00:00 357.77 0.97963 24.055 01-Jan-2026 08:01:00 338.3 1.3664 20.251 01-Jan-2026 08:02:00 335.79 0.94186 22.383 01-Jan-2026 08:03:00 348.56 1.48 20.711 01-Jan-2026 08:04:00 304.66 1.2623 18.155 01-Jan-2026 08:05:00 309.26 0.89163 20.545 01-Jan-2026 08:06:00 299.57 1.0772 18.837 01-Jan-2026 08:07:00 318.13 1.3992 18.554 t QkW mDot dT ____________________ ______ _______ ______ 01-Jan-2026 08:00:00 302.13 1.1008 18.792 01-Jan-2026 08:01:00 288.49 1.1548 17.272 01-Jan-2026 08:02:00 366.77 1.1272 23.991 01-Jan-2026 08:03:00 374.08 1.6561 21.756 01-Jan-2026 08:04:00 282.12 1.2159 16.398 01-Jan-2026 08:05:00 275.57 1.2754 15.603 01-Jan-2026 08:06:00 303.57 1.1775 18.509 01-Jan-2026 08:07:00 343.98 1.2814 21.473 01-Jan-2026 08:08:00 317.72 0.94055 21.069 01-Jan-2026 08:09:00 317.35 1.3379 18.767 01-Jan-2026 08:10:00 369.29 1.4533 22.524 01-Jan-2026 08:11:00 272.85 1.2866 15.364 01-Jan-2026 08:12:00 370.73 1.0774 24.74 01-Jan-2026 08:13:00 320.48 1.3572 18.837 01-Jan-2026 08:14:00 325.59 1.3568 19.204 01-Jan-2026 08:15:00 235.24 1.0757 13.426 01-Jan-2026 08:16:00 330.04 1.3412 19.856 01-Jan-2026 08:17:00 309.7 1.5755 16.865 01-Jan-2026 08:18:00 369.07 1.4404 22.462 01-Jan-2026 08:19:00 321.28 1.581 17.775 01-Jan-2026 08:20:00 358.12 1.5186 21.27 01-Jan-2026 08:21:00 324.02 1.1845 20.124 01-Jan-2026 08:22:00 317.44 1.3806 18.636 01-Jan-2026 08:23:00 340.15 1.4087 20.285 01-Jan-2026 08:24:00 345.56 1.4836 20.334 01-Jan-2026 08:25:00 364.44 1.1291 23.79 01-Jan-2026 08:26:00 371.09 1.6478 21.538 01-Jan-2026 08:27:00 330.98 1.4269 19.435 01-Jan-2026 08:28:00 362.83 1.4937 21.77 01-Jan-2026 08:29:00 280.04 1.4616 14.962 01-Jan-2026 08:30:00 330.29 1.2596 20.237 01-Jan-2026 08:31:00 314.37 1.1859 19.319 01-Jan-2026 08:32:00 318.6 1.1645 19.929 01-Jan-2026 08:33:00 344.9 1.5133 20.114 01-Jan-2026 08:34:00 311.55 1.4612 17.622 01-Jan-2026 08:35:00 298.32 1.1174 18.399 01-Jan-2026 08:36:00 316.52 1.0179 20.435 01-Jan-2026 08:37:00 352.86 1.2505 22.326 01-Jan-2026 08:38:00 306.86 1.1114 19.263 01-Jan-2026 08:39:00 347.17 1.4452 20.724 01-Jan-2026 08:40:00 349.8 1.0968 22.736 01-Jan-2026 08:41:00 359.74 1.3708 22.204 01-Jan-2026 08:42:00 286.99 1.1269 17.521 01-Jan-2026 08:43:00 345.05 1.6121 19.71 01-Jan-2026 08:44:00 276.07 1.0766 16.731 01-Jan-2026 08:45:00 323.63 1.2834 19.616 01-Jan-2026 08:46:00 261.47 1.0113 15.847 01-Jan-2026 08:47:00 365.97 1.3055 23.041 01-Jan-2026 08:48:00 325.21 0.91297 21.657 01-Jan-2026 08:49:00 287.22 1.0561 17.835 01-Jan-2026 08:50:00 316.01 1.2846 18.75 01-Jan-2026 08:51:00 366.35 1.6007 21.451 01-Jan-2026 08:52:00 367.68 1.1416 24.02 01-Jan-2026 08:53:00 231.47 0.8 14.556 01-Jan-2026 08:54:00 380.95 1.3473 23.966 01-Jan-2026 08:55:00 310.04 1.5292 16.961 01-Jan-2026 08:56:00 368.19 1.3714 23.013 01-Jan-2026 08:57:00 312 1.3359 18.311 01-Jan-2026 08:58:00 374.98 1.0899 24.791 01-Jan-2026 08:59:00 316.67 0.91375 21.012 01-Jan-2026 09:00:00 326.66 1.3969 19.334 01-Jan-2026 09:01:00 310.51 1.4859 17.407 01-Jan-2026 09:02:00 346.35 1.4125 20.732 01-Jan-2026 09:03:00 291.17 1.1469 17.587 01-Jan-2026 09:04:00 305.07 1.09 19.043 01-Jan-2026 09:05:00 319.04 1.4204 18.586 01-Jan-2026 09:06:00 307.28 1.0041 19.784 01-Jan-2026 09:07:00 362.03 1.0354 24.189 01-Jan-2026 09:08:00 295.08 1.1452 17.904 01-Jan-2026 09:09:00 400.11 1.6388 24.036 01-Jan-2026 09:10:00 365.01 1.6684 20.912 01-Jan-2026 09:11:00 300.14 1.1507 18.326 01-Jan-2026 09:12:00 341.33 0.90629 23.104 01-Jan-2026 09:13:00 394.64 1.4978 24.431 01-Jan-2026 09:14:00 287.76 1.0294 18.046 01-Jan-2026 09:15:00 359.83 1.5037 21.35 01-Jan-2026 09:16:00 322.52 1.7312 17.085 01-Jan-2026 09:17:00 347.56 1.1458 22.36 01-Jan-2026 09:18:00 384.35 1.5608 23.237 01-Jan-2026 09:19:00 346.34 1.1112 22.407 01-Jan-2026 09:20:00 318.35 1.5514 17.62 01-Jan-2026 09:21:00 294.87 1.0231 18.686 01-Jan-2026 09:22:00 377.78 1.4319 23.241 01-Jan-2026 09:23:00 353.17 1.4054 21.46 01-Jan-2026 09:24:00 281.25 0.91917 17.919 01-Jan-2026 09:25:00 381.32 1.3962 23.751 01-Jan-2026 09:26:00 385.96 1.5433 23.411 01-Jan-2026 09:27:00 324.38 1.2379 19.883 01-Jan-2026 09:28:00 270.03 1.2237 15.465 01-Jan-2026 09:29:00 270.43 1.0542 16.458 01-Jan-2026 09:30:00 299.06 1.3666 17.111 01-Jan-2026 09:31:00 359.51 1.6712 20.53 01-Jan-2026 09:32:00 278.01 1.3558 15.448 01-Jan-2026 09:33:00 303.91 1.2232 18.324 01-Jan-2026 09:34:00 344.28 1.2496 21.464 01-Jan-2026 09:35:00 321.61 1.4178 18.655 01-Jan-2026 09:36:00 306.8 1.076 19.317 01-Jan-2026 09:37:00 294.36 1.1403 17.848 01-Jan-2026 09:38:00 385.21 1.7912 21.95 01-Jan-2026 09:39:00 314.68 1.2373 19.306 01-Jan-2026 09:40:00 364.13 1.5014 21.787 01-Jan-2026 09:41:00 285.23 1.1696 17.084 01-Jan-2026 09:42:00 321.69 1.4672 18.529 01-Jan-2026 09:43:00 350.63 1.308 21.812 01-Jan-2026 09:44:00 324.05 1.5137 18.446 01-Jan-2026 09:45:00 388.62 1.4467 24.24 01-Jan-2026 09:46:00 308.66 0.8 20.909 01-Jan-2026 09:47:00 333.01 1.0367 21.673 01-Jan-2026 09:48:00 293.24 1.0322 18.461 01-Jan-2026 09:49:00 336.19 1.1611 21.252 01-Jan-2026 09:50:00 300.96 1.2754 17.601 01-Jan-2026 09:51:00 324.59 1.3975 19.033 01-Jan-2026 09:52:00 291.49 1.5634 15.269 01-Jan-2026 09:53:00 361.04 1.3532 22.252 01-Jan-2026 09:54:00 341.36 1.254 21.285 01-Jan-2026 09:55:00 249.93 1.2231 13.721 01-Jan-2026 09:56:00 354.58 1.2795 22.249 01-Jan-2026 09:57:00 312.79 1.289 18.828 01-Jan-2026 09:58:00 341.97 1.6219 19.46 01-Jan-2026 09:59:00 353.2 1.4933 21.09 01-Jan-2026 10:00:00 324.51 1.3602 19.18 Data 2 Dataset loaded. Linearity Assumption Check 1A: Does y vs. x_1 look straight-enough? Linearity Assumptions reset. You are correct. Linearity Assumptions reset. House Dataset loaded. Linearity Assumption Check 1A: Does Price vs. Features look straight-enough? You are correct. [Terse] Diagnostic logged (2026-04-14 18:01:16): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_dd79fb17-0c1f-4950-9bb1-aae8d488157b.png [Terse] Diagnostic logged (2026-04-14 18:01:17): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_341387f6-1185-4ce1-a898-8043e9d67a3e.png [Terse] Diagnostic logged (2026-04-14 18:01:17): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_f2880024-d8d9-44cf-9cbc-df511ab60d7f.png [Terse] Diagnostic logged (2026-04-14 18:01:17): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_9a28fc11-a635-47c5-ab19-ec52fffff5a6.png [Terse] Diagnostic logged (2026-04-14 18:01:17): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_0ed9ebb6-a66d-4274-ac3a-28e06a59d4b0.png [Terse] Diagnostic logged (2026-04-14 18:01:18): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_3c6d9314-0e8a-442e-aa6c-cd37ab32bc0e.png [Terse] Diagnostic logged (2026-04-14 18:01:18): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_6b9ff393-7f14-4681-90e4-ec34ed2b4704.png [Terse] Diagnostic logged (2026-04-14 18:01:18): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_00fb6301-3667-4f7e-8a87-eb5734d94ae9.png [Terse] Diagnostic logged (2026-04-14 18:01:18): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_c62a1595-1856-4ce3-9229-11a9d6b765f3.png [Terse] Diagnostic logged (2026-04-14 18:01:18): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_133b2408-0ab2-4bcd-ba77-3a29e92bd263.png [Terse] Diagnostic logged (2026-04-14 18:01:19): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_a4e1ae67-b709-4a91-9710-988d6a323748.png . >> Running TryCurvilinearSoln.mlx xPl yPl _______ ________ 0.1 0.057514 0.10476 0.059083 0.10975 0.07136 0.11498 0.082486 0.12045 0.072125 0.12619 0.096448 0.13219 0.087283 0.13849 0.11008 You are correct. yPred = 53.6851 t SOH _______ ______ 0 100 0.20833 100 0.41667 100 0.62444 85.076 0.83278 92.149 1.0411 90.785 1.2489 90.513 1.4572 88.018 predictedSOHt53 = 4.3847 t Temp _______ ________ 0 0.050876 0.10101 0.155 0.20202 0.47329 0.30303 0.61798 0.40404 0.85642 0.50505 1.0427 0.60606 1.2145 0.70707 1.3407 You are correct. t PredictedTemp ___ _____________ 2.7 2.882 3.9 3.5309 8.4 4.8459 [Terse] Diagnostic logged (2026-04-14 18:01:20): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_a850bbdf-b745-4db7-8c9f-874f7c761141.png .>> Running TryCurvilinearPolynomialSoln.mlx x y ________ _______ -2 -20.429 -1.8333 -16.774 -1.6667 -12.247 -1.5 -9.8944 -1.3333 -7.1447 -1.1667 -4.8244 -1 -2.5342 -0.83333 -2.445 PredictedValue = 0.9562 x yPred _____ ________ -1.6 -11.326 -0.53 -0.52364 0.38 0.60734 1.9 11.256 Q H HExp _____ ______ ______ 0 45 45.641 0.005 42.625 42.802 0.01 40 38.265 0.015 37.125 37.383 0.02 34 36.033 0.025 30.625 30.984 0.03 27 26.687 0.035 23.125 22.727 Temp Prod ______ ______ 30.03 9.098 30.042 10.031 30.094 10.961 30.285 11.148 30.352 11.819 30.474 12.469 30.732 12.515 31.202 14.789 [Terse] Diagnostic logged (2026-04-14 18:01:21): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_57a36617-1ac5-4281-af6c-21ba3539edb2.png .>> Running TryMultipleSoln.mlx x1 x2 x3 y _______ ________ _______ _______ -1.6967 -0.1961 1.3582 -2.416 -1.6367 0.023354 1.334 -2.6455 -1.7103 0.20488 1.2214 -3.1189 -1.643 0.34939 1.1869 -3.2315 -1.5318 0.59633 1.1075 -3.4052 -1.5228 0.69947 0.81912 -3.693 -1.4739 0.84826 0.64322 -3.9228 -1.4951 0.97365 0.36019 -4.2842 mdl = Linear regression model: y ~ 1 + x1 + x2 + x3 Estimated Coefficients: Estimate SE tStat pValue __________ __________ _______ ___________ (Intercept) -0.0020754 0.00099189 -2.0924 0.03904 x1 2.0007 0.0010443 1915.8 8.9862e-222 x2 -1.5 0.0010443 -1436.3 9.1637e-210 x3 0.50007 0.00099689 501.63 6.5149e-166 Number of observations: 100, Error degrees of freedom: 96 Root Mean Squared Error: 0.00992 R-squared: 1, Adjusted R-Squared: 1 F-statistic vs. constant model: 2.78e+06, p-value = 6.8e-237 ans = 3x5 table SumSq DF MeanSq F pValue _________ __ __________ __________ ___________ Total 820.41 99 8.2869 Model 820.4 3 273.47 2.7796e+06 6.7986e-237 Residual 0.0094449 96 9.8384e-05 X1 X2 Y _________ _________ ______ 0.0017806 0.0019118 4.9337 0.08361 0.096161 5.3694 0.16396 0.17993 5.8494 0.24559 0.25749 6.2838 0.34992 0.3354 6.6373 0.41118 0.4234 7.0695 0.48209 0.52298 7.5671 0.5932 0.57337 7.9481 mdl = Linear regression model: Y ~ 1 + X1 + X2 Estimated Coefficients: Estimate SE tStat pValue ________ ________ ______ ___________ (Intercept) 4.9897 0.009136 546.16 3.7966e-201 X1 1.7281 0.34377 5.0268 1.8136e-06 X2 3.2733 0.34392 9.5177 2.9868e-16 Number of observations: 120, Error degrees of freedom: 117 Root Mean Squared Error: 0.05 R-squared: 1, Adjusted R-Squared: 1 F-statistic vs. constant model: 5.08e+06, p-value = 1.24e-289 ans = 3x5 table SumSq DF MeanSq F pValue _______ ___ _________ __________ ___________ Total 25428 119 213.68 Model 25427 2 12714 5.0781e+06 1.2441e-289 Residual 0.29293 117 0.0025036 Tbl = 200x4 table TrafficLoad ActiveModules AmbientTemp DCPower ___________ _____________ ___________ _______ 0.375 8 31 204.57 0.951 4 21 226.44 0.732 1 19 164.85 0.599 8 30 234.76 0.156 4 31 153.41 0.156 6 35 166.61 0.058 8 23 172.29 0.866 4 22 217.05 0.601 3 31 188.35 0.708 9 22 235.89 0.021 3 34 120.37 0.97 9 32 282.17 0.832 2 24 189.79 0.212 2 30 134.97 0.182 2 30 133.42 0.183 6 17 127.34 0.304 3 33 159.27 0.525 9 25 222.97 0.432 4 32 185.24 0.291 1 21 134.69 0.612 4 33 211.6 0.139 1 23 103.95 0.292 5 15 141.99 0.366 4 33 180.26 0.456 8 17 189.59 0.785 8 21 230.48 0.2 7 34 199.96 0.514 3 34 184.24 0.592 1 26 163.78 0.046 1 28 87.49 0.608 3 24 189.67 0.171 6 21 141.86 0.065 7 22 146.4 0.949 6 28 262.29 0.966 6 30 251.17 0.808 6 31 241.89 0.305 3 31 168.93 0.098 6 17 115.3 0.684 8 25 226.96 0.44 2 16 135.81 0.122 5 26 142.14 0.495 1 24 152.78 0.034 1 33 102.77 0.909 5 22 226.91 0.259 3 17 124.88 0.663 4 18 185.49 0.312 3 30 158.5 0.52 1 27 168.74 0.547 1 17 157.58 0.185 5 17 142.43 0.97 6 29 250.89 0.775 3 16 191.67 0.939 9 31 300.89 0.895 5 29 249.18 0.598 8 17 207.16 0.922 1 17 206.33 0.088 5 35 149.61 0.196 3 22 125.9 0.045 1 22 108.21 0.325 4 31 157.45 0.389 5 34 172.25 0.271 7 35 198.17 0.829 1 30 202.77 0.357 3 23 151.62 0.281 2 17 121.83 0.543 9 31 231.03 0.141 6 26 150.5 0.802 3 23 200.48 0.075 8 33 169.58 0.987 8 17 254.95 0.772 2 25 189.32 0.199 6 15 140.33 0.006 7 24 123.2 0.815 2 16 193.52 0.707 2 17 180.01 0.729 1 17 170.83 0.771 8 28 250.43 0.074 1 30 113.96 0.358 9 27 199.22 0.116 6 34 159.01 0.863 7 22 247.55 0.623 7 21 213.53 0.331 3 32 178.61 0.064 2 19 115.79 0.311 9 34 218.18 0.325 8 15 169.79 0.73 7 34 240.63 0.638 9 16 214.29 0.887 4 33 239.94 0.472 4 26 155.07 0.12 1 35 120.97 0.713 8 16 221.85 0.761 3 26 192.22 0.561 7 34 231.31 0.771 2 25 187.6 0.494 2 28 168.78 0.523 7 29 234.37 0.428 6 24 172.55 0.025 3 28 117.19 0.108 9 27 171.72 0.031 6 33 146.49 0.636 6 16 204.31 0.314 1 21 135.5 0.509 4 34 200.21 0.908 6 33 250.33 0.249 6 24 183.56 0.41 5 27 166.19 0.756 1 21 171.23 0.229 8 19 170.96 0.077 5 24 136.36 0.29 5 22 161.78 0.161 7 27 178 0.93 4 17 217.44 0.808 6 34 247.62 0.633 4 35 205.34 0.871 3 29 226.73 0.804 7 26 238.48 0.187 8 21 165.62 0.893 4 31 240.37 0.539 2 29 182.04 0.807 3 18 180.61 0.896 1 33 218.24 0.318 8 31 197.17 0.11 3 34 145.78 0.228 7 30 175.62 0.427 5 27 192.56 0.818 5 23 217.8 0.861 7 34 241.93 0.007 9 32 179.73 0.511 5 16 168.4 0.417 1 16 118.74 0.222 1 23 118.58 0.12 2 31 125.29 0.338 6 35 197.22 0.943 9 18 269.3 0.323 8 27 193.87 0.519 5 23 179.1 0.703 1 34 196.26 0.364 7 32 198.72 0.972 5 32 258.82 0.962 6 24 243.06 0.252 7 23 167.96 0.497 3 20 168.45 0.301 3 16 144.28 0.285 5 32 180.35 0.037 6 31 149.97 0.61 9 35 243.74 0.503 5 35 205.95 0.051 1 26 94.61 0.279 4 30 154.47 0.908 5 34 261.91 0.24 5 32 169.95 0.145 7 20 150.53 0.489 4 24 183.38 0.986 1 18 212.95 0.242 5 34 166.61 0.672 7 27 223.92 0.762 6 20 214.33 0.238 5 28 168.88 0.728 4 27 218.22 0.368 2 22 154.47 0.632 4 17 191.85 0.634 3 28 179.61 0.536 1 25 162.65 0.09 8 30 162.04 0.835 5 25 224.24 0.321 4 32 169.92 0.187 8 26 182.12 0.041 7 26 143.09 0.591 2 33 167.11 0.678 1 23 175.36 0.017 4 18 131.66 0.512 8 16 197.19 0.226 2 30 138.71 0.645 3 27 206.79 0.174 1 29 127.27 0.691 1 19 171.54 0.387 3 18 150.54 0.937 5 15 227.35 0.138 3 22 114.4 0.341 1 27 128.39 0.113 1 23 120.98 0.925 8 24 262.06 0.877 2 33 221.71 0.258 3 22 137.18 0.66 2 25 189.37 0.817 3 31 238.39 0.555 7 23 211.21 0.53 1 27 158.02 0.242 8 32 190.33 0.093 2 34 136.73 0.897 3 18 203.92 0.9 9 34 287.17 0.633 7 25 200.67 0.339 4 20 151.09 0.349 5 24 173.2 0.726 2 35 215.18 0.897 8 25 252.38 0.887 4 22 208.79 0.78 9 28 255 mdl = Linear regression model: DCPower ~ 1 + TrafficLoad + ActiveModules + AmbientTemp Estimated Coefficients: Estimate SE tStat pValue ________ ________ ______ ___________ (Intercept) 46.893 3.0123 15.567 4.223e-36 TrafficLoad 119.84 2.0263 59.142 6.2466e-127 ActiveModules 7.8063 0.23441 33.302 1.2626e-82 AmbientTemp 1.6513 0.099111 16.661 2.0997e-39 Number of observations: 200, Error degrees of freedom: 196 Root Mean Squared Error: 8.37 R-squared: 0.962, Adjusted R-Squared: 0.962 F-statistic vs. constant model: 1.66e+03, p-value = 5.38e-139 ans = 3x5 table SumSq DF MeanSq F pValue __________ ___ __________ ______ ___________ Total 3.628e+05 199 1823.1 Model 3.4906e+05 3 1.1635e+05 1659.2 5.3802e-139 Residual 13745 196 70.126 mdl3 = Linear regression model: DCPower ~ 1 + AmbientTemp Estimated Coefficients: Estimate SE tStat pValue ________ _______ ______ __________ (Intercept) 150.42 13.13 11.457 1.2139e-23 AmbientTemp 1.2906 0.49384 2.6133 0.0096558 Number of observations: 200, Error degrees of freedom: 198 Root Mean Squared Error: 42.1 R-squared: 0.0333, Adjusted R-Squared: 0.0285 F-statistic vs. constant model: 6.83, p-value = 0.00966 [Terse] Diagnostic logged (2026-04-14 18:01:23): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_d48fb7c4-9113-4f29-9f8b-ca3af76e9a4c.png [Terse] Diagnostic logged (2026-04-14 18:01:24): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_1a55d33c-ea9c-4308-8071-c7e68f6e4d5c.png [Terse] Diagnostic logged (2026-04-14 18:01:24): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_0c69c0ff-6172-480a-b169-56934a5d61f7.png [Terse] Diagnostic logged (2026-04-14 18:01:24): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_c5ddaf2a-ac2a-4136-ad07-f88a7d3eab81.png .>> Running TryRegressionSoln.mlx Tbl = 100x2 table x y _______ _________ 0 14.543 0.10101 5.8132 0.20202 10.639 0.30303 4.4715 0.40404 4.9956 0.50505 9.4604 0.60606 8.9909 0.70707 0.81287 0.80808 -1.0473 0.90909 1.3288 1.0101 -0.058665 1.1111 7.5201 1.2121 5.368 1.3131 5.7862 1.4141 1.0235 1.5152 11.928 1.6162 10.429 1.7172 7.9862 1.8182 13.742 1.9192 4.4685 2.0202 11.114 2.1212 10.985 2.2222 11.191 2.3232 6.0002 2.4242 11.483 2.5253 7.4761 2.6263 5.7703 2.7273 4.4382 2.8283 15.846 2.9293 6.6289 3.0303 10.196 3.1313 5.2194 3.2323 9.979 3.3333 -4.4935 3.4343 6.4339 3.5354 4.9385 3.6364 7.2005 3.7374 11.408 3.8384 11.05 3.9394 22.601 4.0404 10.222 4.1414 12.033 4.2424 5.6383 4.3434 11.3 4.4444 7.199 4.5455 14.242 4.6465 18.558 4.7475 16.516 4.8485 11.194 4.9495 6.7463 5.0505 22.401 5.1515 25.553 5.2525 16.108 5.3535 10.758 5.4545 21.898 5.5556 13.148 5.6566 13.964 5.7576 20.947 5.8586 9.7911 5.9596 7.1354 6.0606 19.225 6.1616 19.327 6.2626 18.001 6.3636 20.211 6.4646 23.34 6.5657 22.984 6.6667 15.49 6.7677 22.585 6.8687 19.604 6.9697 16.412 7.0707 13.175 7.1717 22.578 7.2727 17.777 7.3737 19.98 7.4747 15.985 7.5758 12.399 7.6768 21.211 7.7778 20.245 7.8788 26.753 7.9798 24.968 8.0808 26.428 8.1818 17.619 8.2828 16.884 8.3838 15.422 8.4848 24.46 8.5859 36.117 8.6869 26.012 8.7879 18.71 8.8889 26.961 8.9899 17.338 9.0909 16.059 9.1919 26.971 9.2929 19.696 9.3939 25.368 9.4949 31.023 9.596 26.198 9.697 29.042 9.798 16.567 9.899 28.106 10 35.693 mdl = Linear regression model: y ~ 1 + x Estimated Coefficients: Estimate SE tStat pValue ________ _______ ______ __________ (Intercept) 3.2696 1.026 3.1867 0.0019309 x 2.25 0.17726 12.693 2.0663e-22 Number of observations: 100, Error degrees of freedom: 98 Root Mean Squared Error: 5.17 R-squared: 0.622, Adjusted R-Squared: 0.618 F-statistic vs. constant model: 161, p-value = 2.07e-22 Model Coefficients: Slope (b1): 2.25 Intercept(b0): 3.2696 x PredictedY ___ __________ 2.4 8.6695 2.7 9.3445 4.9 14.294 9.2 23.969 b1 = 5.1348e-04 b0 = 0.0021 At 7.5s, the condensation will reach a volume of 0.0059422mL. [Terse] Diagnostic logged (2026-04-14 18:01:25): Figure saved to: --> /tmp/c4daeed3-64fd-4251-a312-0d5daafce8d0/Figure_e15090ae-727f-44b4-b507-1598c4ae1a32.png . Done SolnSmokeTests __________