MATLAB® Test Report
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Timestamp: |
06-Oct-2025 12:08:19 |
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Host: |
runnervmwhb2z |
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Platform: |
glnxa64 |
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MATLAB Version: |
25.2.0.2998904 (R2025b) |
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Number of Tests: |
6 |
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Testing Time: |
95.7922 seconds |
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Overall Result: |
PASSED |
Overview
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53.5324 seconds |
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42.2598 seconds |
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Details
/home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/
SmokeTests
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=ClusteringIntro.mlx
The test passed. Duration: 28.8956 seconds
Events:
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:06:55 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_93ae73c9-7d2f-4091-ae32-fbcd17eb390c.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringIntro.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:05 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_300b7d41-4f3a-4c92-8efc-e23c7f7d2fa3.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringIntro.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:05 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_5f4e79d4-e26e-4844-a674-d5cd3022a2da.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringIntro.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:06 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_6811c3aa-0b1f-4d78-b551-2b07e459a4c9.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringIntro.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:06 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_08f8d4cf-cf04-4479-9e07-5cbdaaa86e4d.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringIntro.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=ClusteringMethods.mlx
The test passed. Duration: 24.6368 seconds
Events:
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:20 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_1be7e15c-f27e-402c-8ece-b6f4a76e8e1f.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:28 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_197e42e1-8546-458a-b93e-5968c9262d60.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:28 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_9893e376-b46f-4735-8d6e-bae1330782bf.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:29 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_6de00a72-9048-4caa-ba20-b2a7ec4b1afd.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:29 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_33e1ef4f-442a-4e04-b70f-d3d19d9b967f.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:30 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_f521e8f3-8053-4280-848b-ff86e8c184f4.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:30 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_4a1aaa7b-6c48-46e8-9732-84c5118cd3cc.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:30 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_fd0aa447-372b-454b-a2e7-7f136c635db9.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:31 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_678db83a-055f-4734-a0bf-5600446cd88d.png
Event Location: SmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SmokeTests.m (SmokeTests.SmokeRun) at 95 |
(Overview)
SolnSmokeTests
ExistSolns
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=ClusteringIntro.mlx
The test passed. Duration: 0.0874 seconds
(Overview)
ExistSolns
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=ClusteringMethods.mlx
The test passed. Duration: 0.0062 seconds
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=ClusteringIntro.mlx
The test passed. Duration: 19.2801 seconds
Events:
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:38 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_6525e6de-7c38-4f34-bcaa-9ad4ec11c18a.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringIntro.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:48 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_b7663676-c794-4df8-a1a2-83419dccab2c.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringIntro.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:49 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_2f07a3f0-7255-4aeb-9873-6cae11ce55ec.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringIntro.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:49 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_9947a5c1-feb8-4bd7-a5f4-ce58dc5c9296.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringIntro.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:50 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_765f027d-d8fd-456c-9b69-5ef3cc51519d.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringIntro.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:50 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_b2b32d8f-65d9-4de4-8231-2cba2eb41ccb.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringIntro.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:07:51 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_1eeed2c1-9b35-4d23-9bd2-f23110fe025d.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringIntro.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
(Overview)
SmokeRun
Class Setup Parameters: Project=matlab.project.Project
Test Parameters: File=ClusteringMethods.mlx
The test passed. Duration: 22.8861 seconds
Events:
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:08:03 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_d43359b2-9f17-4c8e-8ed5-589d80c40c2d.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:08:10 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_b96ba818-e76f-4b19-83b2-2912033db438.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:08:11 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_652d5f6b-53b3-46d3-b120-f332cc129d28.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:08:11 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_640cede0-3a80-4cac-812c-b5dd98e0d1f3.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:08:12 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_dcf2c4f3-ab92-4adb-bc53-7fe4e968e6bd.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:08:12 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_e384ee96-81e9-4880-9d39-14839540418d.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:08:12 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_c70df1d5-0cff-4979-9ea0-49dd0a2411e8.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:08:13 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_adddf6b5-e64d-4c66-8c64-a08cb052edee.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
Diagnostic logged.
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Timestamp: 06-Oct-2025 12:08:13 Verbosity: Terse Logged Diagnostic: Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_0866166b-3fd1-481d-bf7d-d0b3563e8abc.png
Event Location: SolnSmokeTests[Project=matlab.project.Project]/SmokeRun(File=ClusteringMethods.mlx) Stack: In /home/runner/work/Machine-Learning-Methods-Clustering/Machine-Learning-Methods-Clustering/SoftwareTests/SolnSmokeTests.m (SolnSmokeTests.SmokeRun) at 111 |
(Overview)
Command Window Text
Running SmokeTests >> Running ClusteringIntro.mlx Try again. Which data sets seem to have separable clusters? UnlabeledData = 344×2 table CulmenLength_mm_ CulmenDepth_mm_ ________________ _______________ 39.1 18.7 39.5 17.4 40.3 18 NaN NaN 36.7 19.3 39.3 20.6 38.9 17.8 39.2 19.6 34.1 18.1 42 20.2 37.8 17.1 37.8 17.3 41.1 17.6 38.6 21.2 34.6 21.1 36.6 17.8 38.7 19 42.5 20.7 34.4 18.4 46 21.5 37.8 18.3 37.7 18.7 35.9 19.2 38.2 18.1 38.8 17.2 35.3 18.9 40.6 18.6 40.5 17.9 37.9 18.6 40.5 18.9 39.5 16.7 37.2 18.1 39.5 17.8 40.9 18.9 36.4 17 39.2 21.1 38.8 20 42.2 18.5 37.6 19.3 39.8 19.1 36.5 18 40.8 18.4 36 18.5 44.1 19.7 37 16.9 39.6 18.8 41.1 19 37.5 18.9 36 17.9 42.3 21.2 39.6 17.7 40.1 18.9 35 17.9 42 19.5 34.5 18.1 41.4 18.6 39 17.5 40.6 18.8 36.5 16.6 37.6 19.1 35.7 16.9 41.3 21.1 37.6 17 41.1 18.2 36.4 17.1 41.6 18 35.5 16.2 41.1 19.1 35.9 16.6 41.8 19.4 33.5 19 39.7 18.4 39.6 17.2 45.8 18.9 35.5 17.5 42.8 18.5 40.9 16.8 37.2 19.4 36.2 16.1 42.1 19.1 34.6 17.2 42.9 17.6 36.7 18.8 35.1 19.4 37.3 17.8 41.3 20.3 36.3 19.5 36.9 18.6 38.3 19.2 38.9 18.8 35.7 18 41.1 18.1 34 17.1 39.6 18.1 36.2 17.3 40.8 18.9 38.1 18.6 40.3 18.5 33.1 16.1 43.2 18.5 35 17.9 41 20 37.7 16 37.8 20 37.9 18.6 39.7 18.9 38.6 17.2 38.2 20 38.1 17 43.2 19 38.1 16.5 45.6 20.3 39.7 17.7 42.2 19.5 39.6 20.7 42.7 18.3 38.6 17 37.3 20.5 35.7 17 41.1 18.6 36.2 17.2 37.7 19.8 40.2 17 41.4 18.5 35.2 15.9 40.6 19 38.8 17.6 41.5 18.3 39 17.1 44.1 18 38.5 17.9 43.1 19.2 36.8 18.5 37.5 18.5 38.1 17.6 41.1 17.5 35.6 17.5 40.2 20.1 37 16.5 39.7 17.9 40.2 17.1 40.6 17.2 32.1 15.5 40.7 17 37.3 16.8 39 18.7 39.2 18.6 36.6 18.4 36 17.8 37.8 18.1 36 17.1 41.5 18.5 46.5 17.9 50 19.5 51.3 19.2 45.4 18.7 52.7 19.8 45.2 17.8 46.1 18.2 51.3 18.2 46 18.9 51.3 19.9 46.6 17.8 51.7 20.3 47 17.3 52 18.1 45.9 17.1 50.5 19.6 50.3 20 58 17.8 46.4 18.6 49.2 18.2 42.4 17.3 48.5 17.5 43.2 16.6 50.6 19.4 46.7 17.9 52 19 50.5 18.4 49.5 19 46.4 17.8 52.8 20 40.9 16.6 54.2 20.8 42.5 16.7 51 18.8 49.7 18.6 47.5 16.8 47.6 18.3 52 20.7 46.9 16.6 53.5 19.9 49 19.5 46.2 17.5 50.9 19.1 45.5 17 50.9 17.9 50.8 18.5 50.1 17.9 49 19.6 51.5 18.7 49.8 17.3 48.1 16.4 51.4 19 45.7 17.3 50.7 19.7 42.5 17.3 52.2 18.8 45.2 16.6 49.3 19.9 50.2 18.8 45.6 19.4 51.9 19.5 46.8 16.5 45.7 17 55.8 19.8 43.5 18.1 49.6 18.2 50.8 19 50.2 18.7 46.1 13.2 50 16.3 48.7 14.1 50 15.2 47.6 14.5 46.5 13.5 45.4 14.6 46.7 15.3 43.3 13.4 46.8 15.4 40.9 13.7 49 16.1 45.5 13.7 48.4 14.6 45.8 14.6 49.3 15.7 42 13.5 49.2 15.2 46.2 14.5 48.7 15.1 50.2 14.3 45.1 14.5 46.5 14.5 46.3 15.8 42.9 13.1 46.1 15.1 44.5 14.3 47.8 15 48.2 14.3 50 15.3 47.3 15.3 42.8 14.2 45.1 14.5 59.6 17 49.1 14.8 48.4 16.3 42.6 13.7 44.4 17.3 44 13.6 48.7 15.7 42.7 13.7 49.6 16 45.3 13.7 49.6 15 50.5 15.9 43.6 13.9 45.5 13.9 50.5 15.9 44.9 13.3 45.2 15.8 46.6 14.2 48.5 14.1 45.1 14.4 50.1 15 46.5 14.4 45 15.4 43.8 13.9 45.5 15 43.2 14.5 50.4 15.3 45.3 13.8 46.2 14.9 45.7 13.9 54.3 15.7 45.8 14.2 49.8 16.8 46.2 14.4 49.5 16.2 43.5 14.2 50.7 15 47.7 15 46.4 15.6 48.2 15.6 46.5 14.8 46.4 15 48.6 16 47.5 14.2 51.1 16.3 45.2 13.8 45.2 16.4 49.1 14.5 52.5 15.6 47.4 14.6 50 15.9 44.9 13.8 50.8 17.3 43.4 14.4 51.3 14.2 47.5 14 52.1 17 47.5 15 52.2 17.1 45.5 14.5 49.5 16.1 44.5 14.7 50.8 15.7 49.4 15.8 46.9 14.6 48.4 14.4 51.1 16.5 48.5 15 55.9 17 47.2 15.5 49.1 15 47.3 13.8 46.8 16.1 41.7 14.7 53.4 15.8 43.3 14 48.1 15.1 50.5 15.2 49.8 15.9 43.5 15.2 51.5 16.3 46.2 14.1 55.1 16 44.5 15.7 48.8 16.2 47.2 13.7 NaN NaN 46.8 14.3 50.4 15.7 45.2 14.8 49.9 16.1 Cluster centers have been randomized! Cluster centers have been randomized! Try again. Which distance metric resulted in the data being clustered the most accurately? [Terse] Diagnostic logged (2025-10-06 12:06:55): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_93ae73c9-7d2f-4091-ae32-fbcd17eb390c.png [Terse] Diagnostic logged (2025-10-06 12:07:05): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_300b7d41-4f3a-4c92-8efc-e23c7f7d2fa3.png [Terse] Diagnostic logged (2025-10-06 12:07:05): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_5f4e79d4-e26e-4844-a674-d5cd3022a2da.png [Terse] Diagnostic logged (2025-10-06 12:07:06): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_6811c3aa-0b1f-4d78-b551-2b07e459a4c9.png [Terse] Diagnostic logged (2025-10-06 12:07:06): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_08f8d4cf-cf04-4479-9e07-5cbdaaa86e4d.png .>> Running ClusteringMethods.mlx Try again. If you are struggling, try drawing the problem out on paper and working through the steps by hand, labeling the data points as you go. Mean1 = 0.5000 4.0000 Mean2 = 1.0000 4.5000 Covariance1 = 1 0 0 1 Covariance2 = 1 0 0 1 Weight1 = 0.5000 Weight2 = 0.5000 WeightedPDFCluster1 = 0.0035 WeightedPDFCluster2 = 0.0021 Probability of belonging to assigned cluster = 0.0035 / (0.0035 + 0.0021) = 0.62246 Mean1 = 1.5000 1.5000 Mean2 = 3.2500 3.0000 Covariance1 = 0.5774 0 0 0.5774 Covariance2 = 0.9574 0 0 0.8165 Weight1 = 0.5000 Weight2 = 0.5000 Try again. Which cluster's values are closer to its centroid? SSE for cluster 1: 19.117547SSE for cluster 2: 2.728535Average Silhouette value for cluster 1: 0.744809Average Silhouette value for cluster 2: 0.970013Davies-Bouldin criterion for 2 clusters: 0.373374Davies-Bouldin criterion for 3 clusters: 0.742861Davies-Bouldin criterion for 4 clusters: 0.595582 [Terse] Diagnostic logged (2025-10-06 12:07:20): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_1be7e15c-f27e-402c-8ece-b6f4a76e8e1f.png [Terse] Diagnostic logged (2025-10-06 12:07:28): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_197e42e1-8546-458a-b93e-5968c9262d60.png [Terse] Diagnostic logged (2025-10-06 12:07:28): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_9893e376-b46f-4735-8d6e-bae1330782bf.png [Terse] Diagnostic logged (2025-10-06 12:07:29): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_6de00a72-9048-4caa-ba20-b2a7ec4b1afd.png [Terse] Diagnostic logged (2025-10-06 12:07:29): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_33e1ef4f-442a-4e04-b70f-d3d19d9b967f.png [Terse] Diagnostic logged (2025-10-06 12:07:30): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_f521e8f3-8053-4280-848b-ff86e8c184f4.png [Terse] Diagnostic logged (2025-10-06 12:07:30): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_4a1aaa7b-6c48-46e8-9732-84c5118cd3cc.png [Terse] Diagnostic logged (2025-10-06 12:07:30): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_fd0aa447-372b-454b-a2e7-7f136c635db9.png [Terse] Diagnostic logged (2025-10-06 12:07:31): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_678db83a-055f-4734-a0bf-5600446cd88d.png . Done SmokeTests __________ Running SolnSmokeTests ..>> Running ClusteringIntroSoln.mlx Great job! UnlabeledData = 344×2 table CulmenLength_mm_ CulmenDepth_mm_ ________________ _______________ 39.1 18.7 39.5 17.4 40.3 18 NaN NaN 36.7 19.3 39.3 20.6 38.9 17.8 39.2 19.6 34.1 18.1 42 20.2 37.8 17.1 37.8 17.3 41.1 17.6 38.6 21.2 34.6 21.1 36.6 17.8 38.7 19 42.5 20.7 34.4 18.4 46 21.5 37.8 18.3 37.7 18.7 35.9 19.2 38.2 18.1 38.8 17.2 35.3 18.9 40.6 18.6 40.5 17.9 37.9 18.6 40.5 18.9 39.5 16.7 37.2 18.1 39.5 17.8 40.9 18.9 36.4 17 39.2 21.1 38.8 20 42.2 18.5 37.6 19.3 39.8 19.1 36.5 18 40.8 18.4 36 18.5 44.1 19.7 37 16.9 39.6 18.8 41.1 19 37.5 18.9 36 17.9 42.3 21.2 39.6 17.7 40.1 18.9 35 17.9 42 19.5 34.5 18.1 41.4 18.6 39 17.5 40.6 18.8 36.5 16.6 37.6 19.1 35.7 16.9 41.3 21.1 37.6 17 41.1 18.2 36.4 17.1 41.6 18 35.5 16.2 41.1 19.1 35.9 16.6 41.8 19.4 33.5 19 39.7 18.4 39.6 17.2 45.8 18.9 35.5 17.5 42.8 18.5 40.9 16.8 37.2 19.4 36.2 16.1 42.1 19.1 34.6 17.2 42.9 17.6 36.7 18.8 35.1 19.4 37.3 17.8 41.3 20.3 36.3 19.5 36.9 18.6 38.3 19.2 38.9 18.8 35.7 18 41.1 18.1 34 17.1 39.6 18.1 36.2 17.3 40.8 18.9 38.1 18.6 40.3 18.5 33.1 16.1 43.2 18.5 35 17.9 41 20 37.7 16 37.8 20 37.9 18.6 39.7 18.9 38.6 17.2 38.2 20 38.1 17 43.2 19 38.1 16.5 45.6 20.3 39.7 17.7 42.2 19.5 39.6 20.7 42.7 18.3 38.6 17 37.3 20.5 35.7 17 41.1 18.6 36.2 17.2 37.7 19.8 40.2 17 41.4 18.5 35.2 15.9 40.6 19 38.8 17.6 41.5 18.3 39 17.1 44.1 18 38.5 17.9 43.1 19.2 36.8 18.5 37.5 18.5 38.1 17.6 41.1 17.5 35.6 17.5 40.2 20.1 37 16.5 39.7 17.9 40.2 17.1 40.6 17.2 32.1 15.5 40.7 17 37.3 16.8 39 18.7 39.2 18.6 36.6 18.4 36 17.8 37.8 18.1 36 17.1 41.5 18.5 46.5 17.9 50 19.5 51.3 19.2 45.4 18.7 52.7 19.8 45.2 17.8 46.1 18.2 51.3 18.2 46 18.9 51.3 19.9 46.6 17.8 51.7 20.3 47 17.3 52 18.1 45.9 17.1 50.5 19.6 50.3 20 58 17.8 46.4 18.6 49.2 18.2 42.4 17.3 48.5 17.5 43.2 16.6 50.6 19.4 46.7 17.9 52 19 50.5 18.4 49.5 19 46.4 17.8 52.8 20 40.9 16.6 54.2 20.8 42.5 16.7 51 18.8 49.7 18.6 47.5 16.8 47.6 18.3 52 20.7 46.9 16.6 53.5 19.9 49 19.5 46.2 17.5 50.9 19.1 45.5 17 50.9 17.9 50.8 18.5 50.1 17.9 49 19.6 51.5 18.7 49.8 17.3 48.1 16.4 51.4 19 45.7 17.3 50.7 19.7 42.5 17.3 52.2 18.8 45.2 16.6 49.3 19.9 50.2 18.8 45.6 19.4 51.9 19.5 46.8 16.5 45.7 17 55.8 19.8 43.5 18.1 49.6 18.2 50.8 19 50.2 18.7 46.1 13.2 50 16.3 48.7 14.1 50 15.2 47.6 14.5 46.5 13.5 45.4 14.6 46.7 15.3 43.3 13.4 46.8 15.4 40.9 13.7 49 16.1 45.5 13.7 48.4 14.6 45.8 14.6 49.3 15.7 42 13.5 49.2 15.2 46.2 14.5 48.7 15.1 50.2 14.3 45.1 14.5 46.5 14.5 46.3 15.8 42.9 13.1 46.1 15.1 44.5 14.3 47.8 15 48.2 14.3 50 15.3 47.3 15.3 42.8 14.2 45.1 14.5 59.6 17 49.1 14.8 48.4 16.3 42.6 13.7 44.4 17.3 44 13.6 48.7 15.7 42.7 13.7 49.6 16 45.3 13.7 49.6 15 50.5 15.9 43.6 13.9 45.5 13.9 50.5 15.9 44.9 13.3 45.2 15.8 46.6 14.2 48.5 14.1 45.1 14.4 50.1 15 46.5 14.4 45 15.4 43.8 13.9 45.5 15 43.2 14.5 50.4 15.3 45.3 13.8 46.2 14.9 45.7 13.9 54.3 15.7 45.8 14.2 49.8 16.8 46.2 14.4 49.5 16.2 43.5 14.2 50.7 15 47.7 15 46.4 15.6 48.2 15.6 46.5 14.8 46.4 15 48.6 16 47.5 14.2 51.1 16.3 45.2 13.8 45.2 16.4 49.1 14.5 52.5 15.6 47.4 14.6 50 15.9 44.9 13.8 50.8 17.3 43.4 14.4 51.3 14.2 47.5 14 52.1 17 47.5 15 52.2 17.1 45.5 14.5 49.5 16.1 44.5 14.7 50.8 15.7 49.4 15.8 46.9 14.6 48.4 14.4 51.1 16.5 48.5 15 55.9 17 47.2 15.5 49.1 15 47.3 13.8 46.8 16.1 41.7 14.7 53.4 15.8 43.3 14 48.1 15.1 50.5 15.2 49.8 15.9 43.5 15.2 51.5 16.3 46.2 14.1 55.1 16 44.5 15.7 48.8 16.2 47.2 13.7 NaN NaN 46.8 14.3 50.4 15.7 45.2 14.8 49.9 16.1 Great job! [Terse] Diagnostic logged (2025-10-06 12:07:38): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_6525e6de-7c38-4f34-bcaa-9ad4ec11c18a.png [Terse] Diagnostic logged (2025-10-06 12:07:48): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_b7663676-c794-4df8-a1a2-83419dccab2c.png [Terse] Diagnostic logged (2025-10-06 12:07:49): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_2f07a3f0-7255-4aeb-9873-6cae11ce55ec.png [Terse] Diagnostic logged (2025-10-06 12:07:49): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_9947a5c1-feb8-4bd7-a5f4-ce58dc5c9296.png [Terse] Diagnostic logged (2025-10-06 12:07:50): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_765f027d-d8fd-456c-9b69-5ef3cc51519d.png [Terse] Diagnostic logged (2025-10-06 12:07:50): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_b2b32d8f-65d9-4de4-8231-2cba2eb41ccb.png [Terse] Diagnostic logged (2025-10-06 12:07:51): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_1eeed2c1-9b35-4d23-9bd2-f23110fe025d.png .>> Running ClusteringMethodsSoln.mlx Great job! Mean1 = 0.5000 4.0000 Mean2 = 1.0000 4.5000 Covariance1 = 1 0 0 1 Covariance2 = 1 0 0 1 Weight1 = 0.5000 Weight2 = 0.5000 WeightedPDFCluster1 = 0.0035 WeightedPDFCluster2 = 0.0021 Probability of belonging to assigned cluster = 0.0035 / (0.0035 + 0.0021) = 0.62246 Mean1 = 1.5000 1.5000 Mean2 = 3.2500 3.0000 Covariance1 = 0.5774 0 0 0.5774 Covariance2 = 0.9574 0 0 0.8165 Weight1 = 0.5000 Weight2 = 0.5000 Try again. Which cluster's values are closer to its centroid? SSE for cluster 1: 19.117547SSE for cluster 2: 2.728535Average Silhouette value for cluster 1: 0.744809Average Silhouette value for cluster 2: 0.970013Davies-Bouldin criterion for 2 clusters: 0.373374Davies-Bouldin criterion for 3 clusters: 0.742861Davies-Bouldin criterion for 4 clusters: 0.595582 [Terse] Diagnostic logged (2025-10-06 12:08:03): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_d43359b2-9f17-4c8e-8ed5-589d80c40c2d.png [Terse] Diagnostic logged (2025-10-06 12:08:10): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_b96ba818-e76f-4b19-83b2-2912033db438.png [Terse] Diagnostic logged (2025-10-06 12:08:11): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_652d5f6b-53b3-46d3-b120-f332cc129d28.png [Terse] Diagnostic logged (2025-10-06 12:08:11): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_640cede0-3a80-4cac-812c-b5dd98e0d1f3.png [Terse] Diagnostic logged (2025-10-06 12:08:12): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_dcf2c4f3-ab92-4adb-bc53-7fe4e968e6bd.png [Terse] Diagnostic logged (2025-10-06 12:08:12): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_e384ee96-81e9-4880-9d39-14839540418d.png [Terse] Diagnostic logged (2025-10-06 12:08:12): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_c70df1d5-0cff-4979-9ea0-49dd0a2411e8.png [Terse] Diagnostic logged (2025-10-06 12:08:13): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_adddf6b5-e64d-4c66-8c64-a08cb052edee.png [Terse] Diagnostic logged (2025-10-06 12:08:13): Figure saved to: --> /tmp/eea3fade-3b87-4aed-b401-15faa369d1f9/Figure_0866166b-3fd1-481d-bf7d-d0b3563e8abc.png . Done SolnSmokeTests __________