MATLAB® Test Report

Timestamp:

14-Apr-2026 17:57:33

Host:

runnervm35a4x

Platform:

glnxa64

MATLAB Version:

25.2.0.3177638 (R2025b) Update 5

Number of Tests:

21

Testing Time:

133.3645 seconds

Overall Result:

PASSED

Overview

/home/runner/work/Regression-Basics/Regression-Basics/SoftwareTests/

SmokeTests

35.7928 seconds

SolnSmokeTests

97.5717 seconds

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: 2.5371 seconds

(Overview)

SmokeRun Class Setup Parameters: Project=matlab.project.Project Test Parameters: File=LinearRegression.mlx

The test passed. Duration: 9.9265 seconds

Events:

Timestamp: 14-Apr-2026 17:55:20

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_97e1568d-a748-4569-92ba-2f7f202f3be5.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

Timestamp: 14-Apr-2026 17:55:26

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_80220386-0fa1-4421-8bb3-db448694cb6a.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: 3.8704 seconds

Event:

Timestamp: 14-Apr-2026 17:55:29

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_9efd1fb6-d7e3-43b5-afdb-513bd3af13cc.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: 4.7675 seconds

Event:

Timestamp: 14-Apr-2026 17:55:33

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_a7808467-ad66-45a0-aac8-3ebe6ec4f67e.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: 4.0541 seconds

Event:

Timestamp: 14-Apr-2026 17:55:37

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_d0bf5e53-871f-44ac-b2a0-76eab15dd9bb.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: 6.9399 seconds

Events:

Timestamp: 14-Apr-2026 17:55:42

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_bc404510-6116-4e48-a0c0-a24edade6a8c.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

Timestamp: 14-Apr-2026 17:55:47

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_90305cc8-e0c7-4397-b7fa-79a603e41e50.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: 3.6973 seconds

Event:

Timestamp: 14-Apr-2026 17:55:48

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_45484bc9-58da-42c6-ab4e-866ed80450d5.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: 0.0687 seconds

(Overview)

ExistSolns Class Setup Parameters: Project=matlab.project.Project Test Parameters: File=LinearRegression.mlx

The test passed. Duration: 0.0059 seconds

(Overview)

ExistSolns Class Setup Parameters: Project=matlab.project.Project Test Parameters: File=MultipleRegression.mlx

The test passed. Duration: 0.0054 seconds

(Overview)

ExistSolns Class Setup Parameters: Project=matlab.project.Project Test Parameters: File=TryCurvilinear.mlx

The test passed. Duration: 0.0082 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: 0.0050 seconds

(Overview)

ExistSolns Class Setup Parameters: Project=matlab.project.Project Test Parameters: File=TryRegression.mlx

The test passed. Duration: 0.0050 seconds

(Overview)

SmokeRun Class Setup Parameters: Project=matlab.project.Project Test Parameters: File=CurvilinearRegression.mlx

The test passed. Duration: 29.6999 seconds

Events:

Timestamp: 14-Apr-2026 17:56:13

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_67ea1bbb-7645-4e64-99d2-3d79f77cb290.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

Timestamp: 14-Apr-2026 17:56:16

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_4a783a9e-50ce-4400-b1f2-86de92a577e2.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

Timestamp: 14-Apr-2026 17:56:16

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_81c0bf41-1073-4612-a096-a83e1e72649a.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

Timestamp: 14-Apr-2026 17:56:17

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_8e7e4ea7-90fc-43ea-8606-cccd972daf4a.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

Timestamp: 14-Apr-2026 17:56:17

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_8d2499b9-05ae-4c2e-b697-292a43ff9db0.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

Timestamp: 14-Apr-2026 17:56:18

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_c78a3260-48bc-46ce-9a30-9fd8f2f50821.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

Timestamp: 14-Apr-2026 17:56:18

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_5f15b643-84dd-4218-aa24-8680991820a4.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

Timestamp: 14-Apr-2026 17:56:19

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_2d2d21b0-9ff7-48ff-b35c-8d1759c3850c.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

Timestamp: 14-Apr-2026 17:56:19

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_e0ade4ca-24e3-4b84-acf3-7e12a011a92b.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

Timestamp: 14-Apr-2026 17:56:20

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_163b3916-032c-481e-bf30-9c9964be4015.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: 16.3384 seconds

Events:

Timestamp: 14-Apr-2026 17:56:30

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_5ef52052-b148-48b7-912d-52f17e6ff966.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

Timestamp: 14-Apr-2026 17:56:34

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_f8bdaa57-05be-442e-8c3f-9c09eee853de.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

Timestamp: 14-Apr-2026 17:56:35

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_fff65251-7982-4b1d-9799-fe35f87ec962.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

Timestamp: 14-Apr-2026 17:56:35

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_e2618023-e83a-473f-901d-8df0c7a864c7.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

Timestamp: 14-Apr-2026 17:56:35

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_2ae61f28-f50f-4be5-93ce-3418cfb4d740.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

Timestamp: 14-Apr-2026 17:56:36

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_1c309f15-a8b9-499c-9133-181490d3127f.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

Timestamp: 14-Apr-2026 17:56:36

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_cd920057-0250-47c2-ab0b-511fa9e1bdf3.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: 30.0263 seconds

Events:

Timestamp: 14-Apr-2026 17:56:59

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_9ba6efd3-1c8b-4aa2-9768-c6a9c0b54d10.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

Timestamp: 14-Apr-2026 17:57:02

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_bbf260f2-86e6-4e5f-95da-db13fe05ee5b.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

Timestamp: 14-Apr-2026 17:57:02

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_e77e392a-a46b-4eef-9cfc-9af24ff4166e.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

Timestamp: 14-Apr-2026 17:57:03

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_b14b627f-845c-4e22-ad44-5fbe737b09c8.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

Timestamp: 14-Apr-2026 17:57:03

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_93ac7263-c79c-4e2f-bf33-7ddf04a8c0ae.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

Timestamp: 14-Apr-2026 17:57:04

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_31174d6e-51cf-452c-80be-f088985ca087.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

Timestamp: 14-Apr-2026 17:57:04

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_08be56b8-0f53-4a6a-921b-efdf40783051.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

Timestamp: 14-Apr-2026 17:57:05

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_ec04a4f0-7a23-416e-9615-dcb2e7da2082.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

Timestamp: 14-Apr-2026 17:57:05

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_d5921ad8-2890-4a26-b7e4-26245adbb58c.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

Timestamp: 14-Apr-2026 17:57:06

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_38c7baf8-9e8c-49cd-b09f-b54fb09dad7a.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

Timestamp: 14-Apr-2026 17:57:06

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_1d3221c2-2441-4de9-81a6-76ff3449b43e.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: 4.2222 seconds

Event:

Timestamp: 14-Apr-2026 17:57:08

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_5bb09937-2a31-49cd-a06c-50f5c0ff226f.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: 3.6212 seconds

Event:

Timestamp: 14-Apr-2026 17:57:12

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_32ad634f-67e2-45b9-813f-33f931207d66.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: 10.0609 seconds

Events:

Timestamp: 14-Apr-2026 17:57:17

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_00ba4574-bdb8-43de-a1e3-01811d39f809.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

Timestamp: 14-Apr-2026 17:57:23

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_1b2226a1-34c8-4a03-a5f5-79f9c864f594.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

Timestamp: 14-Apr-2026 17:57:24

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_7bf5ff42-1ad4-49a5-80c8-2c620c811a08.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

Timestamp: 14-Apr-2026 17:57:24

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_545bb5e1-c4f2-498c-9fa2-ae91532c40cd.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: 3.4970 seconds

Event:

Timestamp: 14-Apr-2026 17:57:26

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_9da4d8da-a8af-4742-82f8-6f905ebdcd59.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 17:55:20): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_97e1568d-a748-4569-92ba-2f7f202f3be5.png [Terse] Diagnostic logged (2026-04-14 17:55:26): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_80220386-0fa1-4421-8bb3-db448694cb6a.png .>> Running MultipleRegression.mlx t QkW mDot dT ____________________ ______ _______ ______ 01-Jan-2026 08:00:00 339.94 1.3678 20.514 01-Jan-2026 08:01:00 325.49 1.3845 19.116 01-Jan-2026 08:02:00 388.06 1.6627 22.893 01-Jan-2026 08:03:00 351.65 1.472 20.897 01-Jan-2026 08:04:00 334.66 1.3956 19.908 01-Jan-2026 08:05:00 332.5 1.29 20.276 01-Jan-2026 08:06:00 367.4 1.4329 22.537 01-Jan-2026 08:07:00 251.48 0.98919 15.213 [Warning: Select a valid option.] [> In MultipleRegression (line 18) In run (line 112) In SmokeTests/SmokeRun (line 79)] [Terse] Diagnostic logged (2026-04-14 17:55:29): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_9efd1fb6-d7e3-43b5-afdb-513bd3af13cc.png .>> Running TryCurvilinear.mlx xPl yPl _______ ________ 0.1 0.050052 0.10476 0.070577 0.10975 0.070578 0.11498 0.054164 0.12045 0.070383 0.12619 0.073232 0.13219 0.10349 0.13849 0.098113 [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 0.024668 0.10101 0.22398 0.20202 0.40486 0.30303 0.63178 0.40404 0.80671 0.50505 1.0616 0.60606 1.0752 0.70707 1.3075 [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 17:55:33): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_a7808467-ad66-45a0-aac8-3ebe6ec4f67e.png .>> Running TryCurvilinearPolynomial.mlx x y ________ _______ -2 -21.021 -1.8333 -16.422 -1.6667 -13.201 -1.5 -9.7751 -1.3333 -7.0441 -1.1667 -3.7099 -1 -4.1085 -0.83333 -1.3689 PredictedValue = 0.3907 x yPred _____ ________ -1.6 -11.422 -0.53 -0.65909 0.38 0.12907 1.9 10.909 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 17:55:37): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_d0bf5e53-871f-44ac-b2a0-76eab15dd9bb.png .>> Running TryMultiple.mlx x1 x2 x3 y _______ ________ _______ _______ -1.7194 -0.15847 1.4311 -2.4825 -1.705 0.025031 1.2888 -2.7979 -1.5807 0.20412 1.2823 -2.8261 -1.5985 0.43912 1.1724 -3.271 -1.5579 0.60171 1.0096 -3.5088 -1.5347 0.73684 0.84606 -3.7694 -1.4779 0.86728 0.64598 -3.9416 -1.4885 0.97168 0.28359 -4.3053 mdl = Linear regression model: y ~ 1 + x1 + x2 + x3 Estimated Coefficients: Estimate SE tStat pValue __________ _________ _______ ___________ (Intercept) -0.0013315 0.0010606 -1.2554 0.21239 x1 1.9996 0.0011149 1793.5 5.0426e-219 x2 -1.5001 0.0011149 -1345.5 4.8396e-207 x3 0.50031 0.001066 469.35 3.8553e-163 Number of observations: 100, Error degrees of freedom: 96 Root Mean Squared Error: 0.0106 R-squared: 1, Adjusted R-Squared: 1 F-statistic vs. constant model: 2.42e+06, p-value = 5.35e-234 ans = 3×5 table SumSq DF MeanSq F pValue ________ __ __________ __________ ___________ Total 816.34 99 8.2459 Model 816.33 3 272.11 2.4191e+06 5.3501e-234 Residual 0.010799 96 0.00011249 X1 X2 Y __________ ________ ______ -0.0016986 -0.0176 4.8821 0.091828 0.088371 5.4067 0.16769 0.16157 5.8287 0.24804 0.25668 6.2525 0.35227 0.33424 6.763 0.43052 0.4284 7.1216 0.51419 0.49762 7.4951 0.584 0.58824 7.9236 mdl = Linear regression model: Y ~ 1 + X1 + X2 Estimated Coefficients: Estimate SE tStat pValue ________ _________ ______ ___________ (Intercept) 4.9946 0.0099354 502.71 6.1697e-197 X1 2.0159 0.39465 5.108 1.2788e-06 X2 2.9849 0.39486 7.5592 9.9472e-12 Number of observations: 120, Error degrees of freedom: 117 Root Mean Squared Error: 0.0548 R-squared: 1, Adjusted R-Squared: 1 F-statistic vs. constant model: 4.24e+06, p-value = 4.83e-285 ans = 3×5 table SumSq DF MeanSq F pValue _______ ___ _________ __________ ___________ Total 25417 119 213.59 Model 25417 2 12708 4.2388e+06 4.8349e-285 Residual 0.35078 117 0.0029981 Tbl = 200×4 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 = 3×5 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 17:55:42): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_bc404510-6116-4e48-a0c0-a24edade6a8c.png [Terse] Diagnostic logged (2026-04-14 17:55:47): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_90305cc8-e0c7-4397-b7fa-79a603e41e50.png .>> Running TryRegression.mlx Tbl = 100×2 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 17:55:48): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_45484bc9-58da-42c6-ab4e-866ed80450d5.png . Done SmokeTests __________ Running SolnSmokeTests .......>> Running CurvilinearRegressionSoln.mlx Data loaded. The SSE for the Polynomial of Order 2 Fit is 1818.7 ResultsTbl = 4×3 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 347.692 FitType PlotTitle SSE _______________________ ___________________________ ______ "Exponential" "Exponential Fit" 709.63 "Linear" "Linear Fit" 349.37 "Polynomial of Order 2" "Polynomial Fit of Order 2" 347.69 [Warning: Which fit has the lowest SSE value and fits the data best?] [> In CurvilinearRegressionSoln>CheckAnswerNew (line 581) In CurvilinearRegressionSoln (line 386) In run (line 112) In SolnSmokeTests/SmokeRun (line 95)] [Terse] Diagnostic logged (2026-04-14 17:56:13): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_67ea1bbb-7645-4e64-99d2-3d79f77cb290.png [Terse] Diagnostic logged (2026-04-14 17:56:16): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_4a783a9e-50ce-4400-b1f2-86de92a577e2.png [Terse] Diagnostic logged (2026-04-14 17:56:16): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_81c0bf41-1073-4612-a096-a83e1e72649a.png [Terse] Diagnostic logged (2026-04-14 17:56:17): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_8e7e4ea7-90fc-43ea-8606-cccd972daf4a.png [Terse] Diagnostic logged (2026-04-14 17:56:17): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_8d2499b9-05ae-4c2e-b697-292a43ff9db0.png [Terse] Diagnostic logged (2026-04-14 17:56:18): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_c78a3260-48bc-46ce-9a30-9fd8f2f50821.png [Terse] Diagnostic logged (2026-04-14 17:56:18): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_5f15b643-84dd-4218-aa24-8680991820a4.png [Terse] Diagnostic logged (2026-04-14 17:56:19): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_2d2d21b0-9ff7-48ff-b35c-8d1759c3850c.png [Terse] Diagnostic logged (2026-04-14 17:56:19): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_e0ade4ca-24e3-4b84-acf3-7e12a011a92b.png [Terse] Diagnostic logged (2026-04-14 17:56:20): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_163b3916-032c-481e-bf30-9c9964be4015.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 17:56:30): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_5ef52052-b148-48b7-912d-52f17e6ff966.png [Terse] Diagnostic logged (2026-04-14 17:56:34): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_f8bdaa57-05be-442e-8c3f-9c09eee853de.png [Terse] Diagnostic logged (2026-04-14 17:56:35): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_fff65251-7982-4b1d-9799-fe35f87ec962.png [Terse] Diagnostic logged (2026-04-14 17:56:35): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_e2618023-e83a-473f-901d-8df0c7a864c7.png [Terse] Diagnostic logged (2026-04-14 17:56:35): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_2ae61f28-f50f-4be5-93ce-3418cfb4d740.png [Terse] Diagnostic logged (2026-04-14 17:56:36): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_1c309f15-a8b9-499c-9133-181490d3127f.png [Terse] Diagnostic logged (2026-04-14 17:56:36): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_cd920057-0250-47c2-ab0b-511fa9e1bdf3.png .>> Running MultipleRegressionSoln.mlx t QkW mDot dT ____________________ ______ _______ ______ 01-Jan-2026 08:00:00 292.72 1.5307 15.707 01-Jan-2026 08:01:00 316.2 1.2856 19 01-Jan-2026 08:02:00 326.89 0.93612 21.699 01-Jan-2026 08:03:00 346.75 1.3767 21.046 01-Jan-2026 08:04:00 346.73 1.4999 20.372 01-Jan-2026 08:05:00 335.6 1.3446 20.306 01-Jan-2026 08:06:00 357.73 1.4389 21.554 01-Jan-2026 08:07:00 323.17 1.6724 17.397 t QkW mDot dT ____________________ ______ _______ ______ 01-Jan-2026 08:00:00 321.09 1.2267 19.697 01-Jan-2026 08:01:00 291.69 1.0584 18.087 01-Jan-2026 08:02:00 336.09 1.0987 21.486 01-Jan-2026 08:03:00 361.68 1.6489 20.847 01-Jan-2026 08:04:00 359.97 1.416 21.905 01-Jan-2026 08:05:00 321.39 1.0648 20.624 01-Jan-2026 08:06:00 306.3 1.5886 16.505 01-Jan-2026 08:07:00 345.14 1.5583 19.817 01-Jan-2026 08:08:00 359.2 1.4868 21.435 01-Jan-2026 08:09:00 339.89 1.5972 19.394 01-Jan-2026 08:10:00 339.54 1.5265 19.584 01-Jan-2026 08:11:00 363.91 1.4175 22.135 01-Jan-2026 08:12:00 379.43 1.8028 21.402 01-Jan-2026 08:13:00 346.56 1.4641 20.615 01-Jan-2026 08:14:00 342.89 1.7338 18.811 01-Jan-2026 08:15:00 304.72 1.5458 16.694 01-Jan-2026 08:16:00 335.07 1.6064 18.832 01-Jan-2026 08:17:00 350.9 1.615 20.081 01-Jan-2026 08:18:00 360.8 1.5239 21.353 01-Jan-2026 08:19:00 335.95 1.3099 20.635 01-Jan-2026 08:20:00 356.71 1.8968 19.004 01-Jan-2026 08:21:00 360.4 1.3166 22.512 01-Jan-2026 08:22:00 312.96 1.4214 17.958 01-Jan-2026 08:23:00 353.72 0.88448 24.387 01-Jan-2026 08:24:00 376.75 1.4408 23.143 01-Jan-2026 08:25:00 343.86 1.3006 21.189 01-Jan-2026 08:26:00 356.66 1.4903 21.094 01-Jan-2026 08:27:00 396.36 1.4353 24.696 01-Jan-2026 08:28:00 318.24 1.3369 18.822 01-Jan-2026 08:29:00 390.36 1.6256 23.299 01-Jan-2026 08:30:00 338.58 1.4255 20.107 01-Jan-2026 08:31:00 324.92 1.3004 19.719 01-Jan-2026 08:32:00 358.37 1.0142 24.066 01-Jan-2026 08:33:00 319.53 1.2519 19.423 01-Jan-2026 08:34:00 300.33 1.3515 17.16 01-Jan-2026 08:35:00 309.49 1.2082 18.86 01-Jan-2026 08:36:00 345.13 1.2879 21.521 01-Jan-2026 08:37:00 327.35 1.3264 19.724 01-Jan-2026 08:38:00 360.86 1.4177 22.034 01-Jan-2026 08:39:00 330.4 1.2673 20.191 01-Jan-2026 08:40:00 340.49 1.2906 20.978 01-Jan-2026 08:41:00 331.21 1.3146 19.989 01-Jan-2026 08:42:00 361.43 1.5354 21.419 01-Jan-2026 08:43:00 367.44 1.3303 23.085 01-Jan-2026 08:44:00 368.48 1.6734 21.239 01-Jan-2026 08:45:00 331.94 1.2009 20.772 01-Jan-2026 08:46:00 390.79 1.2319 25.38 01-Jan-2026 08:47:00 310.13 1.4078 17.858 01-Jan-2026 08:48:00 358.45 1.0297 23.807 01-Jan-2026 08:49:00 293.17 1.2247 17.332 01-Jan-2026 08:50:00 309.53 1.3708 17.929 01-Jan-2026 08:51:00 336.6 1.3027 20.671 01-Jan-2026 08:52:00 294.61 1.0389 18.461 01-Jan-2026 08:53:00 343.04 1.3828 20.608 01-Jan-2026 08:54:00 297.95 1.2242 17.804 01-Jan-2026 08:55:00 297.7 1.332 17.147 01-Jan-2026 08:56:00 382.3 1.5002 23.163 01-Jan-2026 08:57:00 361.02 1.7944 19.967 01-Jan-2026 08:58:00 289.77 1.1656 17.475 01-Jan-2026 08:59:00 324.76 1.3568 19.242 01-Jan-2026 09:00:00 380.3 1.5383 22.893 01-Jan-2026 09:01:00 352.37 1.3955 21.452 01-Jan-2026 09:02:00 276.62 1.2118 16.026 01-Jan-2026 09:03:00 342.4 1.4149 20.421 01-Jan-2026 09:04:00 327.99 1.0487 21.302 01-Jan-2026 09:05:00 337.7 1.7185 18.349 01-Jan-2026 09:06:00 299.73 0.97613 19.371 01-Jan-2026 09:07:00 318.88 0.80673 21.839 01-Jan-2026 09:08:00 387.11 1.5118 23.635 01-Jan-2026 09:09:00 282.43 1.3977 15.657 01-Jan-2026 09:10:00 344.83 1.1821 22.036 01-Jan-2026 09:11:00 311.24 1.1096 19.481 01-Jan-2026 09:12:00 350.86 1.278 21.927 01-Jan-2026 09:13:00 307.6 1.1313 18.985 01-Jan-2026 09:14:00 339.84 1.5261 19.669 01-Jan-2026 09:15:00 305.22 1.3398 17.811 01-Jan-2026 09:16:00 342.91 1.396 20.533 01-Jan-2026 09:17:00 353.99 1.5376 20.779 01-Jan-2026 09:18:00 314.44 1.2075 19.159 01-Jan-2026 09:19:00 347.83 1.6462 19.64 01-Jan-2026 09:20:00 368.25 1.4647 22.346 01-Jan-2026 09:21:00 406.29 1.1422 27.177 01-Jan-2026 09:22:00 274.42 1.045 16.783 01-Jan-2026 09:23:00 304.66 0.92059 19.968 01-Jan-2026 09:24:00 301.03 1.205 18.128 01-Jan-2026 09:25:00 362.68 1.7123 20.431 01-Jan-2026 09:26:00 363.75 1.2646 23.08 01-Jan-2026 09:27:00 355.08 1.5837 20.6 01-Jan-2026 09:28:00 311.27 1.1456 19.193 01-Jan-2026 09:29:00 297.92 0.94219 19.411 01-Jan-2026 09:30:00 302.7 1.2253 18.12 01-Jan-2026 09:31:00 380.87 1.3252 24.211 01-Jan-2026 09:32:00 371.32 1.2623 23.775 01-Jan-2026 09:33:00 278.27 1.4208 15.083 01-Jan-2026 09:34:00 303.18 1.0776 18.968 01-Jan-2026 09:35:00 294.65 1.0796 18.326 01-Jan-2026 09:36:00 286.4 1.1174 17.302 01-Jan-2026 09:37:00 294.2 1.3299 16.956 01-Jan-2026 09:38:00 344.32 1.2762 21.425 01-Jan-2026 09:39:00 327.36 1.3614 19.332 01-Jan-2026 09:40:00 311.45 0.92948 20.511 01-Jan-2026 09:41:00 293.41 1.4758 16.155 01-Jan-2026 09:42:00 354.58 1.653 20.247 01-Jan-2026 09:43:00 350.56 1.5445 20.371 01-Jan-2026 09:44:00 330.09 1.2073 20.537 01-Jan-2026 09:45:00 382.72 1.8091 21.574 01-Jan-2026 09:46:00 314.05 1.123 19.657 01-Jan-2026 09:47:00 265.23 1.2782 14.76 01-Jan-2026 09:48:00 314.35 1.2965 18.68 01-Jan-2026 09:49:00 303.37 1.0701 18.964 01-Jan-2026 09:50:00 279.89 1.0283 17.315 01-Jan-2026 09:51:00 332.86 1.5006 19.145 01-Jan-2026 09:52:00 366.39 1.5874 21.579 01-Jan-2026 09:53:00 329.44 1.258 20.151 01-Jan-2026 09:54:00 354.37 1.6283 20.354 01-Jan-2026 09:55:00 385.61 1.322 24.509 01-Jan-2026 09:56:00 342.8 1.19 21.571 01-Jan-2026 09:57:00 329.56 1.4859 19.155 01-Jan-2026 09:58:00 349.61 1.3086 21.564 01-Jan-2026 09:59:00 313.12 1.3396 18.422 01-Jan-2026 10:00:00 307.1 1.3195 18.104 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 17:56:59): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_9ba6efd3-1c8b-4aa2-9768-c6a9c0b54d10.png [Terse] Diagnostic logged (2026-04-14 17:57:02): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_bbf260f2-86e6-4e5f-95da-db13fe05ee5b.png [Terse] Diagnostic logged (2026-04-14 17:57:02): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_e77e392a-a46b-4eef-9cfc-9af24ff4166e.png [Terse] Diagnostic logged (2026-04-14 17:57:03): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_b14b627f-845c-4e22-ad44-5fbe737b09c8.png [Terse] Diagnostic logged (2026-04-14 17:57:03): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_93ac7263-c79c-4e2f-bf33-7ddf04a8c0ae.png [Terse] Diagnostic logged (2026-04-14 17:57:04): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_31174d6e-51cf-452c-80be-f088985ca087.png [Terse] Diagnostic logged (2026-04-14 17:57:04): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_08be56b8-0f53-4a6a-921b-efdf40783051.png [Terse] Diagnostic logged (2026-04-14 17:57:05): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_ec04a4f0-7a23-416e-9615-dcb2e7da2082.png [Terse] Diagnostic logged (2026-04-14 17:57:05): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_d5921ad8-2890-4a26-b7e4-26245adbb58c.png [Terse] Diagnostic logged (2026-04-14 17:57:06): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_38c7baf8-9e8c-49cd-b09f-b54fb09dad7a.png [Terse] Diagnostic logged (2026-04-14 17:57:06): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_1d3221c2-2441-4de9-81a6-76ff3449b43e.png . >> Running TryCurvilinearSoln.mlx xPl yPl _______ ________ 0.1 0.049813 0.10476 0.061863 0.10975 0.062915 0.11498 0.056376 0.12045 0.066356 0.12619 0.075303 0.13219 0.096571 0.13849 0.093585 You are correct. yPred = 57.5812 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 0.025797 0.10101 0.20786 0.20202 0.48065 0.30303 0.64728 0.40404 0.78506 0.50505 1.0604 0.60606 1.1241 0.70707 1.3318 You are correct. t PredictedTemp ___ _____________ 2.7 2.8708 3.9 3.3585 8.4 4.2232 [Terse] Diagnostic logged (2026-04-14 17:57:08): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_5bb09937-2a31-49cd-a06c-50f5c0ff226f.png .>> Running TryCurvilinearPolynomialSoln.mlx x y ________ _______ -2 -21.151 -1.8333 -15.648 -1.6667 -12.513 -1.5 -9.7289 -1.3333 -7.4539 -1.1667 -4.0383 -1 -4.1451 -0.83333 -1.669 PredictedValue = 0.4535 x yPred _____ ________ -1.6 -11.21 -0.53 -0.47864 0.38 0.19768 1.9 11.373 Q H HExp _____ ______ ______ 0 45 44.669 0.005 42.625 40.537 0.01 40 40.537 0.015 37.125 35.63 0.02 34 33.786 0.025 30.625 31.738 0.03 27 26.597 0.035 23.125 24.126 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 17:57:12): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_32ad634f-67e2-45b9-813f-33f931207d66.png .>> Running TryMultipleSoln.mlx x1 x2 x3 y _______ _________ _______ _______ -1.714 -0.18508 1.3939 -2.4482 -1.6514 -0.010762 1.31 -2.6302 -1.6524 0.22073 1.3569 -2.9689 -1.6524 0.37629 1.1443 -3.2994 -1.6302 0.558 1.0612 -3.555 -1.5638 0.77848 0.88898 -3.874 -1.5159 0.87505 0.53341 -4.0631 -1.4831 0.95671 0.35133 -4.215 mdl = Linear regression model: y ~ 1 + x1 + x2 + x3 Estimated Coefficients: Estimate SE tStat pValue _________ _________ ________ ___________ (Intercept) -0.000838 0.0010674 -0.78506 0.43435 x1 2.0008 0.0011211 1784.7 8.1053e-219 x2 -1.5 0.0011211 -1338 8.3019e-207 x3 0.50078 0.0010729 466.78 6.5306e-163 Number of observations: 100, Error degrees of freedom: 96 Root Mean Squared Error: 0.0107 R-squared: 1, Adjusted R-Squared: 1 F-statistic vs. constant model: 2.38e+06, p-value = 1.08e-233 ans = 3×5 table SumSq DF MeanSq F pValue ________ __ __________ _________ ___________ Total 814.91 99 8.2315 Model 814.9 3 271.63 2.384e+06 1.0783e-233 Residual 0.010938 96 0.00011394 X1 X2 Y ________ __________ ______ 0.011645 -0.0085442 5.0335 0.076041 0.092964 5.3854 0.18332 0.15918 5.8366 0.2604 0.25038 6.2699 0.33753 0.34618 6.7434 0.41938 0.40947 7.1025 0.49707 0.50852 7.5002 0.60657 0.60397 8.0501 mdl = Linear regression model: Y ~ 1 + X1 + X2 Estimated Coefficients: Estimate SE tStat pValue ________ _________ ______ ___________ (Intercept) 5.0194 0.0086675 579.11 4.0184e-204 X1 2.179 0.34479 6.3198 4.9248e-09 X2 2.8175 0.34481 8.1712 4.0707e-13 Number of observations: 120, Error degrees of freedom: 117 Root Mean Squared Error: 0.0477 R-squared: 1, Adjusted R-Squared: 1 F-statistic vs. constant model: 5.58e+06, p-value = 5.2e-292 ans = 3×5 table SumSq DF MeanSq F pValue ______ ___ _________ __________ ___________ Total 25376 119 213.25 Model 25376 2 12688 5.5766e+06 5.1995e-292 Residual 0.2662 117 0.0022753 Tbl = 200×4 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 = 3×5 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 17:57:17): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_00ba4574-bdb8-43de-a1e3-01811d39f809.png [Terse] Diagnostic logged (2026-04-14 17:57:23): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_1b2226a1-34c8-4a03-a5f5-79f9c864f594.png [Terse] Diagnostic logged (2026-04-14 17:57:24): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_7bf5ff42-1ad4-49a5-80c8-2c620c811a08.png [Terse] Diagnostic logged (2026-04-14 17:57:24): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_545bb5e1-c4f2-498c-9fa2-ae91532c40cd.png .>> Running TryRegressionSoln.mlx Tbl = 100×2 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 17:57:26): Figure saved to: --> /tmp/c0c7b2a2-d5d5-45de-874b-ce5a3fb8d67c/Figure_9da4d8da-a8af-4742-82f8-6f905ebdcd59.png . Done SolnSmokeTests __________