MATLAB® Test Report

Timestamp:

14-Apr-2026 17:57:44

Host:

runnervm35a4x

Platform:

glnxa64

MATLAB Version:

25.1.0.2973910 (R2025a) Update 1

Number of Tests:

21

Testing Time:

133.8771 seconds

Overall Result:

PASSED

Overview

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

SmokeTests

35.7538 seconds

SolnSmokeTests

98.1232 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: 2.5294 seconds

(Overview)

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

The test passed. Duration: 9.5581 seconds

Events:

Timestamp: 14-Apr-2026 17:55:30

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_3165ef5a-5131-49fd-94e7-a100bb8f2864.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 17:55:36

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_4ce83e84-9708-4da8-a42a-614e0c668a8c.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: 3.8898 seconds

Event:

Timestamp: 14-Apr-2026 17:55:38

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_e6f07dea-6619-484d-abe9-9c605271c83c.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: 4.9346 seconds

Event:

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

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_f80b4b37-b01d-469f-85a0-32dcc0c627a6.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: 4.0412 seconds

Event:

Timestamp: 14-Apr-2026 17:55:46

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_2d5e3c2b-5336-4376-95fa-9dac0b62b356.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: 7.0952 seconds

Events:

Timestamp: 14-Apr-2026 17:55:52

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_71ff65b1-f8e7-46e6-82de-9929b2a55a12.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 17:55:56

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_c01f6f8c-639e-4d64-aa5d-a08964b3230f.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: 3.7056 seconds

Event:

Timestamp: 14-Apr-2026 17:55:57

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_9cc9d1af-8e0a-4eed-895c-3cf896499eb2.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: 0.0645 seconds

(Overview)

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

The test passed. Duration: 0.0057 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: 0.0053 seconds

(Overview)

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

The test passed. Duration: 0.0073 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: 0.0051 seconds

(Overview)

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

The test passed. Duration: 30.0837 seconds

Events:

Timestamp: 14-Apr-2026 17:56:23

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_3982233b-64e1-4d61-982c-84f72ca97fb0.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 17:56:26

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_0ea91946-53c8-45be-b311-45dfb62a6b9d.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 17:56:27

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_0d9d58cd-475e-4bdb-a52c-f2f8f1edf610.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 17:56:27

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_c3d02127-ac81-4488-9880-ec3f88109211.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 17:56:28

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_b4cb0a21-a7bf-4b1e-ac96-529f12ffb952.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 17:56:28

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_499a1169-128a-4f45-b47c-fc6317d7c8fd.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 17:56:28

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_1c734c54-c216-4333-89fe-1dfcdfbfcae7.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 17:56:29

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_17708584-cc80-47b1-8a5d-12ae9d950f47.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 17:56:29

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_17868fe3-ee96-4d83-a7e0-ce4e777591a8.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 17:56:30

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_0f9eca50-72a6-4e13-9b80-3909851e15d7.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: 15.8517 seconds

Events:

Timestamp: 14-Apr-2026 17:56:40

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_049d4c0e-32bb-4979-8454-0bdbc595b587.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 17:56:44

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_8db8390c-b728-4d17-9e14-04c094c91604.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 17:56:44

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_d279cff3-944e-48cd-ad25-59545f08eb17.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 17:56:45

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_8fd80e8a-1247-4acf-aba9-3428fb244740.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 17:56:45

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_371a0b69-3500-4801-925f-31d09cc44d44.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 17:56:46

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_7c7f9893-0665-4ac7-9a67-85fef8f2e232.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 17:56:46

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_69c9c6b8-54ee-4231-b0ae-e0088ccbe1b6.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: 30.6505 seconds

Events:

Timestamp: 14-Apr-2026 17:57:10

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_4ff51b18-d398-41d8-8bc6-e53a5777eff9.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 17:57:12

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_d41abfb3-a99b-462c-8d76-e661810faa67.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 17:57:13

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_3548ce90-e7e0-42c4-8cf4-f921b8dc408d.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 17:57:13

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_e9e10406-d0e6-4322-abfc-c037a725de03.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 17:57:13

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_e020d057-5796-4a51-9f28-f4d56523321b.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 17:57:14

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_9c9cba44-4920-4f76-aabb-31e429813988.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 17:57:14

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_bae66e0f-4689-47c6-a6ea-868d58676763.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 17:57:15

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_138bff63-a742-4b1c-b863-a56a0f4bf662.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 17:57:15

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_e5d8455e-8c91-42fc-937b-aaee2a2a63f2.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 17:57:16

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_eb27d447-8f0c-4f92-8ce9-76a612668160.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 17:57:16

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_c8e1c001-0b3e-4589-85a2-40a47312601a.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: 4.2614 seconds

Event:

Timestamp: 14-Apr-2026 17:57:18

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_f12d8c5c-3030-4377-a1ae-8358dcd4753d.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: 3.7123 seconds

Event:

Timestamp: 14-Apr-2026 17:57:22

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_a7e7b31e-ad74-407e-91b0-c008dd557c78.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: 9.8574 seconds

Events:

Timestamp: 14-Apr-2026 17:57:27

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_c595108f-dcb3-4a55-88d0-c04a1ab5ed7e.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 17:57:34

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_254f2941-8fcc-4f76-8a18-ec9cba9b3d75.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 17:57:34

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_edf76437-5c7d-4879-9a39-d13974491b1e.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 17:57:35

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_335f8729-6da2-4a16-a4b3-7c3950d7e5b8.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: 3.6077 seconds

Event:

Timestamp: 14-Apr-2026 17:57:36

Verbosity: Terse

Logged Diagnostic:

Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_7cd2604e-5777-44a6-853d-3724f6262a29.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 17:55:30): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_3165ef5a-5131-49fd-94e7-a100bb8f2864.png [Terse] Diagnostic logged (2026-04-14 17:55:36): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_4ce83e84-9708-4da8-a42a-614e0c668a8c.png .>> Running MultipleRegression.mlx t QkW mDot dT ____________________ ______ ______ ______ 01-Jan-2026 08:00:00 347.71 1.3871 20.995 01-Jan-2026 08:01:00 330.02 1.3051 20.031 01-Jan-2026 08:02:00 402.64 1.5357 24.685 01-Jan-2026 08:03:00 337.17 1.4734 19.747 01-Jan-2026 08:04:00 379.3 1.4109 23.566 01-Jan-2026 08:05:00 355.68 1.5657 20.891 01-Jan-2026 08:06:00 332.41 1.4954 19.082 01-Jan-2026 08:07:00 350.84 1.251 21.942 [Warning: Select a valid option.] [> In MultipleRegression (line 18) In run (line 112) In SmokeTests/SmokeRun (line 79)] [Terse] Diagnostic logged (2026-04-14 17:55:38): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_e6f07dea-6619-484d-abe9-9c605271c83c.png .>> Running TryCurvilinear.mlx xPl yPl _______ ________ 0.1 0.048594 0.10476 0.058382 0.10975 0.061057 0.11498 0.079883 0.12045 0.062292 0.12619 0.085696 0.13219 0.087698 0.13849 0.086127 [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 0.059726 0.10101 0.13614 0.20202 0.43987 0.30303 0.62169 0.40404 0.96193 0.50505 0.96933 0.60606 1.1309 0.70707 1.2758 [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 17:55:42): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_f80b4b37-b01d-469f-85a0-32dcc0c627a6.png .>> Running TryCurvilinearPolynomial.mlx x y ________ _______ -2 -20.636 -1.8333 -16.507 -1.6667 -13.101 -1.5 -9.4479 -1.3333 -6.6607 -1.1667 -4.5283 -1 -3.7745 -0.83333 -2.5555 PredictedValue = 0.7307 x yPred _____ ________ -1.6 -11.362 -0.53 -0.71938 0.38 0.34419 1.9 11.772 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 17:55:46): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_2d5e3c2b-5336-4376-95fa-9dac0b62b356.png .>> Running TryMultiple.mlx x1 x2 x3 y _______ _______ _______ _______ -1.6903 -0.1659 1.4627 -2.4056 -1.6122 0.05452 1.408 -2.6028 -1.6454 0.18889 1.2364 -2.9438 -1.6322 0.39288 1.1673 -3.2513 -1.6152 0.55732 1.0311 -3.5573 -1.6023 0.66463 0.81251 -3.7923 -1.502 0.8297 0.55406 -3.9747 -1.4451 1.0077 0.35575 -4.2211 mdl = Linear regression model: y ~ 1 + x1 + x2 + x3 Estimated Coefficients: Estimate SE tStat pValue __________ __________ _______ ___________ (Intercept) 0.00054755 0.00094747 0.57791 0.56468 x1 2 0.00099572 2008.6 9.5554e-224 x2 -1.5007 0.00099569 -1507.2 8.9866e-212 x3 0.50148 0.00095228 526.61 6.1477e-168 Number of observations: 100, Error degrees of freedom: 96 Root Mean Squared Error: 0.00947 R-squared: 1, Adjusted R-Squared: 1 F-statistic vs. constant model: 3.03e+06, p-value = 1.08e-238 ans = 3×5 table SumSq DF MeanSq F pValue _________ __ _________ __________ ___________ Total 816.07 99 8.2432 Model 816.06 3 272.02 3.0302e+06 1.0784e-238 Residual 0.0086179 96 8.977e-05 X1 X2 Y __________ _________ ______ -0.0095443 -0.018777 4.9439 0.089926 0.095239 5.5048 0.16518 0.19305 5.8838 0.24872 0.25142 6.2563 0.34435 0.31941 6.7958 0.41899 0.42151 7.0809 0.49634 0.5037 7.4433 0.58841 0.59757 7.9503 mdl = Linear regression model: Y ~ 1 + X1 + X2 Estimated Coefficients: Estimate SE tStat pValue ________ _________ ______ ___________ (Intercept) 5.0038 0.0099323 503.79 4.7921e-197 X1 2.0803 0.3552 5.8566 4.4244e-08 X2 2.918 0.35527 8.2136 3.2534e-13 Number of observations: 120, Error degrees of freedom: 117 Root Mean Squared Error: 0.0547 R-squared: 1, Adjusted R-Squared: 1 F-statistic vs. constant model: 4.24e+06, p-value = 4.79e-285 ans = 3×5 table SumSq DF MeanSq F pValue _______ ___ _________ __________ ___________ Total 25388 119 213.34 Model 25387 2 12694 4.2395e+06 4.7912e-285 Residual 0.35032 117 0.0029942 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 17:55:52): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_71ff65b1-f8e7-46e6-82de-9929b2a55a12.png [Terse] Diagnostic logged (2026-04-14 17:55:56): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_c01f6f8c-639e-4d64-aa5d-a08964b3230f.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 17:55:57): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_9cc9d1af-8e0a-4eed-895c-3cf896499eb2.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 19.7403 FitType PlotTitle SSE _______________________ ___________________________ ______ "Exponential" "Exponential Fit" 18.524 "Linear" "Linear Fit" 27.125 "Polynomial of Order 2" "Polynomial Fit of Order 2" 19.74 You are correct. [Terse] Diagnostic logged (2026-04-14 17:56:23): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_3982233b-64e1-4d61-982c-84f72ca97fb0.png [Terse] Diagnostic logged (2026-04-14 17:56:26): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_0ea91946-53c8-45be-b311-45dfb62a6b9d.png [Terse] Diagnostic logged (2026-04-14 17:56:27): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_0d9d58cd-475e-4bdb-a52c-f2f8f1edf610.png [Terse] Diagnostic logged (2026-04-14 17:56:27): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_c3d02127-ac81-4488-9880-ec3f88109211.png [Terse] Diagnostic logged (2026-04-14 17:56:28): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_b4cb0a21-a7bf-4b1e-ac96-529f12ffb952.png [Terse] Diagnostic logged (2026-04-14 17:56:28): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_499a1169-128a-4f45-b47c-fc6317d7c8fd.png [Terse] Diagnostic logged (2026-04-14 17:56:28): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_1c734c54-c216-4333-89fe-1dfcdfbfcae7.png [Terse] Diagnostic logged (2026-04-14 17:56:29): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_17708584-cc80-47b1-8a5d-12ae9d950f47.png [Terse] Diagnostic logged (2026-04-14 17:56:29): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_17868fe3-ee96-4d83-a7e0-ce4e777591a8.png [Terse] Diagnostic logged (2026-04-14 17:56:30): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_0f9eca50-72a6-4e13-9b80-3909851e15d7.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 17:56:40): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_049d4c0e-32bb-4979-8454-0bdbc595b587.png [Terse] Diagnostic logged (2026-04-14 17:56:44): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_8db8390c-b728-4d17-9e14-04c094c91604.png [Terse] Diagnostic logged (2026-04-14 17:56:44): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_d279cff3-944e-48cd-ad25-59545f08eb17.png [Terse] Diagnostic logged (2026-04-14 17:56:45): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_8fd80e8a-1247-4acf-aba9-3428fb244740.png [Terse] Diagnostic logged (2026-04-14 17:56:45): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_371a0b69-3500-4801-925f-31d09cc44d44.png [Terse] Diagnostic logged (2026-04-14 17:56:46): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_7c7f9893-0665-4ac7-9a67-85fef8f2e232.png [Terse] Diagnostic logged (2026-04-14 17:56:46): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_69c9c6b8-54ee-4231-b0ae-e0088ccbe1b6.png .>> Running MultipleRegressionSoln.mlx t QkW mDot dT ____________________ ______ _______ ______ 01-Jan-2026 08:00:00 238.73 1.019 13.882 01-Jan-2026 08:01:00 334.23 1.3705 19.979 01-Jan-2026 08:02:00 360.05 1.3397 22.337 01-Jan-2026 08:03:00 305.5 1.0203 19.563 01-Jan-2026 08:04:00 274.89 0.93949 17.606 01-Jan-2026 08:05:00 369.39 1.2105 23.882 01-Jan-2026 08:06:00 303.16 1.561 16.396 01-Jan-2026 08:07:00 266.19 0.88565 17.048 t QkW mDot dT ____________________ ______ _______ ______ 01-Jan-2026 08:00:00 324.69 1.1677 20.272 01-Jan-2026 08:01:00 284.74 1.0612 17.589 01-Jan-2026 08:02:00 358.05 1.1329 23.211 01-Jan-2026 08:03:00 367.66 1.6162 21.596 01-Jan-2026 08:04:00 318.44 1.1406 20.064 01-Jan-2026 08:05:00 287.72 1.037 18.011 01-Jan-2026 08:06:00 395.99 1.1785 26.124 01-Jan-2026 08:07:00 366.1 1.7184 20.7 01-Jan-2026 08:08:00 321.59 1.311 19.329 01-Jan-2026 08:09:00 287.58 1.0126 18.116 01-Jan-2026 08:10:00 373.79 1.387 23.18 01-Jan-2026 08:11:00 298.59 1.3193 17.316 01-Jan-2026 08:12:00 253.63 0.8 16.411 01-Jan-2026 08:13:00 349.12 1.1359 22.447 01-Jan-2026 08:14:00 370.15 1.313 23.196 01-Jan-2026 08:15:00 359.17 1.3898 22.145 01-Jan-2026 08:16:00 281.99 1.202 16.504 01-Jan-2026 08:17:00 342.73 1.1005 22.21 01-Jan-2026 08:18:00 319.82 1.3463 18.858 01-Jan-2026 08:19:00 327.96 1.9 16.707 01-Jan-2026 08:20:00 376.13 1.5554 22.601 01-Jan-2026 08:21:00 364.62 1.1907 23.402 01-Jan-2026 08:22:00 344.55 1.2429 21.5 01-Jan-2026 08:23:00 326.7 1.5418 18.41 01-Jan-2026 08:24:00 332.59 1.6211 18.533 01-Jan-2026 08:25:00 318.18 1.2438 19.296 01-Jan-2026 08:26:00 380.21 1.4549 23.344 01-Jan-2026 08:27:00 334 1.1339 21.367 01-Jan-2026 08:28:00 374.66 1.6581 21.797 01-Jan-2026 08:29:00 333.71 1.2702 20.533 01-Jan-2026 08:30:00 349.66 1.2258 22.089 01-Jan-2026 08:31:00 247.12 1.1346 14.043 01-Jan-2026 08:32:00 346.24 1.0449 22.736 01-Jan-2026 08:33:00 405.18 1.4789 25.273 01-Jan-2026 08:34:00 317.09 1.4267 18.316 01-Jan-2026 08:35:00 335.14 1.4144 19.965 01-Jan-2026 08:36:00 239.02 1.0113 13.962 01-Jan-2026 08:37:00 320.75 0.98986 21.021 01-Jan-2026 08:38:00 289.03 0.9787 18.333 01-Jan-2026 08:39:00 351.01 1.1031 22.884 01-Jan-2026 08:40:00 278.9 1.2701 15.985 01-Jan-2026 08:41:00 374.92 1.3025 23.834 01-Jan-2026 08:42:00 327.56 1.621 18.174 01-Jan-2026 08:43:00 324.68 0.91935 21.617 01-Jan-2026 08:44:00 326.07 1.6916 17.547 01-Jan-2026 08:45:00 315.82 1.4661 17.868 01-Jan-2026 08:46:00 363.77 1.2413 23.195 01-Jan-2026 08:47:00 348.84 1.4535 20.826 01-Jan-2026 08:48:00 259.6 0.99692 15.978 01-Jan-2026 08:49:00 321.66 1.3901 18.925 01-Jan-2026 08:50:00 333.84 1.2823 20.319 01-Jan-2026 08:51:00 333.05 1.1593 21.108 01-Jan-2026 08:52:00 337.92 1.5713 19.245 01-Jan-2026 08:53:00 283.59 1.3393 15.979 01-Jan-2026 08:54:00 344.71 1.2761 21.467 01-Jan-2026 08:55:00 342.03 1.127 22.088 01-Jan-2026 08:56:00 298.34 1.4927 16.289 01-Jan-2026 08:57:00 324.06 1.4489 18.796 01-Jan-2026 08:58:00 299.55 1.219 17.91 01-Jan-2026 08:59:00 340.94 1.2925 20.96 01-Jan-2026 09:00:00 269.04 0.8 17.714 01-Jan-2026 09:01:00 377.45 1.6481 22.125 01-Jan-2026 09:02:00 301.25 1.1455 18.529 01-Jan-2026 09:03:00 349.01 1.539 20.393 01-Jan-2026 09:04:00 385.39 1.2447 24.839 01-Jan-2026 09:05:00 358.23 1.3659 22.136 01-Jan-2026 09:06:00 388.76 1.2396 25.095 01-Jan-2026 09:07:00 324.02 1.0221 21.136 01-Jan-2026 09:08:00 358.23 1.4776 21.412 01-Jan-2026 09:09:00 334.97 1.3698 20.123 01-Jan-2026 09:10:00 314.11 1.3454 18.52 01-Jan-2026 09:11:00 340.59 0.97065 22.801 01-Jan-2026 09:12:00 337.12 1.3902 20.137 01-Jan-2026 09:13:00 318.52 1.2839 19.217 01-Jan-2026 09:14:00 326.52 1.5154 18.712 01-Jan-2026 09:15:00 341.67 1.5457 19.76 01-Jan-2026 09:16:00 313.62 1.2643 18.956 01-Jan-2026 09:17:00 409.7 1.553 25.325 01-Jan-2026 09:18:00 321.57 1.1821 19.954 01-Jan-2026 09:19:00 367.71 1.6015 21.612 01-Jan-2026 09:20:00 359.82 1.1434 23.307 01-Jan-2026 09:21:00 345.07 1.2034 21.776 01-Jan-2026 09:22:00 294.05 1.4456 16.118 01-Jan-2026 09:23:00 290.73 1.3203 16.675 01-Jan-2026 09:24:00 308.83 1.2377 18.529 01-Jan-2026 09:25:00 354.86 1.3406 22.004 01-Jan-2026 09:26:00 328.5 1.3809 19.411 01-Jan-2026 09:27:00 325.6 1.2 20.195 01-Jan-2026 09:28:00 319 1.4086 18.567 01-Jan-2026 09:29:00 329.52 1.2809 20.199 01-Jan-2026 09:30:00 337.09 0.93641 22.586 01-Jan-2026 09:31:00 327.83 1.2751 19.894 01-Jan-2026 09:32:00 283.66 1.2648 16.291 01-Jan-2026 09:33:00 316.28 1.1607 19.708 01-Jan-2026 09:34:00 310.33 0.87185 20.818 01-Jan-2026 09:35:00 380.86 1.6312 22.441 01-Jan-2026 09:36:00 321.18 1.3288 19.172 01-Jan-2026 09:37:00 357.31 1.4184 21.517 01-Jan-2026 09:38:00 324.94 1.292 19.749 01-Jan-2026 09:39:00 321.97 1.1356 20.117 01-Jan-2026 09:40:00 414.03 1.9 23.816 01-Jan-2026 09:41:00 280.66 1.2703 16.103 01-Jan-2026 09:42:00 307.49 0.85054 20.638 01-Jan-2026 09:43:00 378.91 1.5102 22.773 01-Jan-2026 09:44:00 351.48 1.3603 21.719 01-Jan-2026 09:45:00 316.37 1.4261 18.163 01-Jan-2026 09:46:00 333.8 1.1123 21.479 01-Jan-2026 09:47:00 385.16 1.1153 25.647 01-Jan-2026 09:48:00 302.27 1.4547 16.868 01-Jan-2026 09:49:00 277.58 1.1523 16.53 01-Jan-2026 09:50:00 337.22 1.1416 21.523 01-Jan-2026 09:51:00 313.22 1.432 17.794 01-Jan-2026 09:52:00 335.38 1.2742 20.654 01-Jan-2026 09:53:00 377.36 1.2514 24.069 01-Jan-2026 09:54:00 352.27 1.1986 22.576 01-Jan-2026 09:55:00 327.97 1.1656 20.684 01-Jan-2026 09:56:00 342.09 1.248 21.366 01-Jan-2026 09:57:00 302.53 0.8 20.51 01-Jan-2026 09:58:00 285.91 1.544 15.017 01-Jan-2026 09:59:00 320.84 1.3008 19.226 01-Jan-2026 10:00:00 341.53 1.4091 20.4 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 17:57:10): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_4ff51b18-d398-41d8-8bc6-e53a5777eff9.png [Terse] Diagnostic logged (2026-04-14 17:57:12): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_d41abfb3-a99b-462c-8d76-e661810faa67.png [Terse] Diagnostic logged (2026-04-14 17:57:13): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_3548ce90-e7e0-42c4-8cf4-f921b8dc408d.png [Terse] Diagnostic logged (2026-04-14 17:57:13): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_e9e10406-d0e6-4322-abfc-c037a725de03.png [Terse] Diagnostic logged (2026-04-14 17:57:13): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_e020d057-5796-4a51-9f28-f4d56523321b.png [Terse] Diagnostic logged (2026-04-14 17:57:14): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_9c9cba44-4920-4f76-aabb-31e429813988.png [Terse] Diagnostic logged (2026-04-14 17:57:14): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_bae66e0f-4689-47c6-a6ea-868d58676763.png [Terse] Diagnostic logged (2026-04-14 17:57:15): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_138bff63-a742-4b1c-b863-a56a0f4bf662.png [Terse] Diagnostic logged (2026-04-14 17:57:15): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_e5d8455e-8c91-42fc-937b-aaee2a2a63f2.png [Terse] Diagnostic logged (2026-04-14 17:57:16): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_eb27d447-8f0c-4f92-8ce9-76a612668160.png [Terse] Diagnostic logged (2026-04-14 17:57:16): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_c8e1c001-0b3e-4589-85a2-40a47312601a.png . >> Running TryCurvilinearSoln.mlx xPl yPl _______ ________ 0.1 0.059636 0.10476 0.071921 0.10975 0.064018 0.11498 0.077916 0.12045 0.067364 0.12619 0.075486 0.13219 0.11241 0.13849 0.11964 You are correct. yPred = 58.2423 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 -0.016832 0.10101 0.2468 0.20202 0.56681 0.30303 0.56205 0.40404 0.84018 0.50505 1.0693 0.60606 1.1489 0.70707 1.3218 You are correct. t PredictedTemp ___ _____________ 2.7 2.8783 3.9 3.2927 8.4 3.9841 [Terse] Diagnostic logged (2026-04-14 17:57:18): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_f12d8c5c-3030-4377-a1ae-8358dcd4753d.png .>> Running TryCurvilinearPolynomialSoln.mlx x y ________ _______ -2 -19.811 -1.8333 -17.065 -1.6667 -12.42 -1.5 -10.009 -1.3333 -7.4786 -1.1667 -4.5645 -1 -3.9837 -0.83333 -1.8706 PredictedValue = 1.0057 x yPred _____ ________ -1.6 -11.347 -0.53 -0.59737 0.38 0.62836 1.9 11.252 Q H HExp _____ ______ ______ 0 45 44.613 0.005 42.625 42.075 0.01 40 40.224 0.015 37.125 37.184 0.02 34 33.369 0.025 30.625 28.389 0.03 27 26.304 0.035 23.125 23.951 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 17:57:22): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_a7e7b31e-ad74-407e-91b0-c008dd557c78.png .>> Running TryMultipleSoln.mlx x1 x2 x3 y _______ ________ _______ _______ -1.7812 -0.19874 1.2746 -2.6121 -1.6524 0.018606 1.3793 -2.6393 -1.6678 0.23953 1.2591 -3.0736 -1.5502 0.32579 1.2562 -2.9576 -1.5478 0.57711 1.0599 -3.4287 -1.4789 0.69079 0.82222 -3.5853 -1.4574 0.84345 0.63433 -3.8613 -1.4303 1.0448 0.34707 -4.2435 mdl = Linear regression model: y ~ 1 + x1 + x2 + x3 Estimated Coefficients: Estimate SE tStat pValue __________ __________ _______ ___________ (Intercept) 0.00064619 0.00091346 0.70741 0.48103 x1 2.0001 0.00096152 2080.2 3.3146e-225 x2 -1.5011 0.00096152 -1561.2 3.059e-213 x3 0.50019 0.00091806 544.83 2.3499e-169 Number of observations: 100, Error degrees of freedom: 96 Root Mean Squared Error: 0.00913 R-squared: 1, Adjusted R-Squared: 1 F-statistic vs. constant model: 3.28e+06, p-value = 2.52e-240 ans = 3×5 table SumSq DF MeanSq F pValue _________ __ _________ __________ ___________ Total 820.25 99 8.2854 Model 820.24 3 273.41 3.2768e+06 2.5237e-240 Residual 0.0080103 96 8.344e-05 X1 X2 Y ________ __________ ______ -0.01127 -0.0034355 4.9625 0.069301 0.10884 5.4473 0.17332 0.18326 5.9215 0.25377 0.24329 6.2286 0.33281 0.33752 6.7573 0.43753 0.4293 7.2083 0.50436 0.48559 7.5007 0.5986 0.59032 7.9572 mdl = Linear regression model: Y ~ 1 + X1 + X2 Estimated Coefficients: Estimate SE tStat pValue ________ _________ ______ ___________ (Intercept) 5.0066 0.0089461 559.64 2.1927e-202 X1 1.4814 0.31309 4.7315 6.2874e-06 X2 3.5178 0.31309 11.236 2.5808e-20 Number of observations: 120, Error degrees of freedom: 117 Root Mean Squared Error: 0.0493 R-squared: 1, Adjusted R-Squared: 1 F-statistic vs. constant model: 5.22e+06, p-value = 2.37e-290 ans = 3×5 table SumSq DF MeanSq F pValue _______ ___ _________ __________ ___________ Total 25399 119 213.43 Model 25398 2 12699 5.2241e+06 2.3706e-290 Residual 0.28442 117 0.0024309 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 17:57:27): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_c595108f-dcb3-4a55-88d0-c04a1ab5ed7e.png [Terse] Diagnostic logged (2026-04-14 17:57:34): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_254f2941-8fcc-4f76-8a18-ec9cba9b3d75.png [Terse] Diagnostic logged (2026-04-14 17:57:34): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_edf76437-5c7d-4879-9a39-d13974491b1e.png [Terse] Diagnostic logged (2026-04-14 17:57:35): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_335f8729-6da2-4a16-a4b3-7c3950d7e5b8.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 17:57:36): Figure saved to: --> /tmp/48ff652a-b189-46fa-af54-4711897d9ca8/Figure_7cd2604e-5777-44a6-853d-3724f6262a29.png . Done SolnSmokeTests __________