Edge Impulse Experts / Bangle Activities 2 Public
Target: Cortex-M4F 80MHz Clone this project

Test data

Set confidence thresholds
Model variants
Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Length Accuracy Result
acti_2024_10_31_19_56.s37 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_31_19_56.s30 sitting 3,040ms 67% 2 sitting, 1 4-push up
Show classification Show in data acquisition
acti_2024_10_31_19_56.s23 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_31_19_56.s20 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_31_19_56.s11 sitting 3,040ms 67% 2 sitting, 1 uncertain
Show classification Show in data acquisition
acti_2024_10_31_19_56.s6 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_31_19_56.s2 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_31_19_56.s1 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_31_18_58_3.s23 3-rowing 3,040ms 0% 2 uncertain, 1 4-push up
Show classification Show in data acquisition
acti_2024_10_31_18_58_3.s19 3-rowing 3,040ms 67% 2 3-rowing, 1 uncertain
Show classification Show in data acquisition
acti_2024_10_31_18_58_3.s14 3-rowing 3,040ms 100% 3 3-rowing
Show classification Show in data acquisition
acti_2024_10_31_18_58_3.s10 3-rowing 3,040ms 100% 3 3-rowing
Show classification Show in data acquisition
acti_2024_10_31_18_58_2.s19 3-rowing 3,040ms 100% 3 3-rowing
Show classification Show in data acquisition
acti_2024_10_31_18_58_3.s6 3-rowing 3,040ms 100% 3 3-rowing
Show classification Show in data acquisition
acti_2024_10_31_18_58_2.s13 3-rowing 3,040ms 100% 3 3-rowing
Show classification Show in data acquisition
acti_2024_10_31_18_58_2.s10 3-rowing 3,040ms 100% 3 3-rowing
Show classification Show in data acquisition
acti_2024_10_31_18_58_2.s5 3-rowing 3,040ms 100% 3 3-rowing
Show classification Show in data acquisition
acti_2024_10_31_18_58_1.s18 3-rowing 3,040ms 100% 3 3-rowing
Show classification Show in data acquisition
acti_2024_10_31_18_58_1.s15 3-rowing 3,040ms 100% 3 3-rowing
Show classification Show in data acquisition
acti_2024_10_31_18_58_1.s11 3-rowing 3,040ms 100% 3 3-rowing
Show classification Show in data acquisition
acti_2024_10_31_18_58_1.s10 3-rowing 3,040ms 100% 3 3-rowing
Show classification Show in data acquisition
acti_2024_10_31_18_58_1.s8 3-rowing 3,040ms 67% 2 3-rowing, 1 uncertain
Show classification Show in data acquisition
acti_2024_10_31_18_58_1.s4 3-rowing 3,040ms 67% 2 3-rowing, 1 uncertain
Show classification Show in data acquisition
acti_2024_10_31_18_58_1.s3 3-rowing 3,040ms 100% 3 3-rowing
Show classification Show in data acquisition
acti_2024_10_31_18_58_1.s1 3-rowing 3,040ms 67% 2 3-rowing, 1 uncertain
Show classification Show in data acquisition
acti_2024_10_31_19_02.s19 4-push up 3,040ms 100% 3 4-push up
Show classification Show in data acquisition
acti_2024_10_31_19_02.s14 4-push up 3,040ms 100% 3 4-push up
Show classification Show in data acquisition
acti_2024_10_31_19_02.s9 4-push up 3,040ms 100% 3 4-push up
Show classification Show in data acquisition
acti_2024_10_31_19_02.s4 4-push up 3,040ms 100% 3 4-push up
Show classification Show in data acquisition
acti_2024_10_29_22_27.s34 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
acti_2024_10_29_22_27.s24 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
acti_2024_10_29_22_27.s23 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
acti_2024_10_29_22_27.s22 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
acti_2024_10_29_22_27.s16 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
acti_2024_10_29_22_27.s9 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
acti_2024_10_29_22_27.s8 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
acti_2024_10_29_22_27.s4 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
acti_2024_10_29_22_27.s3 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
acti_2024_10_29_22_27.s2 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
acti_2024_10_29_22_30.s1 4-push up 3,040ms 100% 3 4-push up
Show classification Show in data acquisition
activity_data (1).s43 running 2,960ms 67% 2 running, 1 uncertain
Show classification Show in data acquisition
activity_data (1).s38 running 3,040ms 67% 2 running, 1 sitting
Show classification Show in data acquisition
activity_data (1).s33 running 3,040ms 100% 3 running
Show classification Show in data acquisition
activity_data (1).s29 running 3,040ms 67% 2 running, 1 sitting
Show classification Show in data acquisition
activity_data (1).s26 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
acti_2024_10_26_19_10.s28 sitting 1,760ms 100% 1 sitting
Show classification Show in data acquisition
acti_2024_10_26_19_00.s27 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
acti_2024_10_26_19_10.s25 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
activity_data (1).s21 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
activity_data (1).s20 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
acti_2024_10_27_19_16.s22 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
activity_data (1).s18 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
acti_2024_10_26_19_00.s20 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
activity_2024_10_26_18_06.s18 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
acti_2024_10_29_20_05.s19 4-push up 3,040ms 67% 2 4-push up, 1 uncertain
Show classification Show in data acquisition
acti_2024_10_27_19_19.s17 4-push up 3,040ms 100% 3 4-push up
Show classification Show in data acquisition
acti_2024_10_29_20_05.s18 4-push up 3,040ms 100% 3 4-push up
Show classification Show in data acquisition
acti_2024_10_26_18_22.s16 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_26_18_55.s17 running 3,040ms 100% 3 running
Show classification Show in data acquisition
acti_2024_10_27_18_40.s16 running 3,040ms 100% 3 running
Show classification Show in data acquisition
acti_2024_10_27_18_39.s15 walking 3,040ms 67% 2 walking, 1 sitting
Show classification Show in data acquisition
acti_2024_10_26_19_00.s15 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
acti_2024_10_26_19_20.s13 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_27_18_40.s14 running 3,040ms 100% 3 running
Show classification Show in data acquisition
acti_2024_10_26_18_22.s13 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_26_19_10.s13 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_29_20_03.s13 5-pull up 3,040ms 67% 2 5-pull up, 1 3-rowing
Show classification Show in data acquisition
acti_2024_10_26_19_00.s13 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
activity_2024_10_26_18_06.s12 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
activity_data (1).s11 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
acti_2024_10_29_20_05.s12 4-push up 3,040ms 67% 2 4-push up, 1 sitting
Show classification Show in data acquisition
acti_2024_10_27_19_19.s10 4-push up 3,040ms 100% 3 4-push up
Show classification Show in data acquisition
acti_2024_10_26_18_41.s11 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_26_22_54.s10 running 880ms 0% 1 uncertain
Show classification Show in data acquisition
acti_2024_10_26_19_10.s10 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_26_18_41.s10 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_29_20_03.s10 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
acti_2024_10_27_18_39.s9 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
acti_2024_10_27_18_40.s9 running 3,040ms 100% 3 running
Show classification Show in data acquisition
acti_2024_10_26_19_00.s10 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
acti_2024_10_26_18_22.s8 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_26_22_54.s8 running 3,040ms 100% 3 running
Show classification Show in data acquisition
acti_2024_10_29_20_05.s8 4-push up 3,040ms 100% 3 4-push up
Show classification Show in data acquisition
acti_2024_10_26_18_55.s8 running 3,040ms 100% 3 running
Show classification Show in data acquisition
acti_2024_10_27_19_16.s8 5-pull up 3,040ms 67% 2 5-pull up, 1 walking
Show classification Show in data acquisition
acti_2024_10_27_19_19.s6 4-push up 3,040ms 100% 3 4-push up
Show classification Show in data acquisition
activity_data (1).s6 sitting 3,040ms 33% 2 uncertain, 1 sitting
Show classification Show in data acquisition
acti_2024_10_26_18_55.s7 running 3,040ms 33% 1 running, 1 sitting, 1 uncertain
Show classification Show in data acquisition
acti_2024_10_26_19_00.s7 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
activity_2024_10_26_18_06.s6 walking 3,040ms 100% 3 walking
Show classification Show in data acquisition
acti_2024_10_27_19_16.s6 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
activity_2024_10_26_18_07.s5 running 3,040ms 100% 3 running
Show classification Show in data acquisition
acti_2024_10_26_18_22.s5 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_27_19_16.s5 5-pull up 3,040ms 67% 2 5-pull up, 1 sitting
Show classification Show in data acquisition
acti_2024_10_27_18_38.s5 sitting 2,080ms 100% 2 sitting
Show classification Show in data acquisition
acti_2024_10_26_18_41.s4 sitting 3,040ms 0% 2 uncertain, 1 running
Show classification Show in data acquisition
acti_2024_10_27_18_59.s4 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_29_20_03.s4 5-pull up 3,040ms 100% 3 5-pull up
Show classification Show in data acquisition
acti_2024_10_26_18_55.s4 running 3,040ms 67% 2 running, 1 uncertain
Show classification Show in data acquisition
acti_2024_10_26_18_41.s3 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_29_20_05.s3 4-push up 3,040ms 100% 3 4-push up
Show classification Show in data acquisition
acti_2024_10_29_20_03.s3 5-pull up 3,040ms 67% 2 5-pull up, 1 uncertain
Show classification Show in data acquisition
acti_2024_10_26_19_20.s3 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_26_22_54.s2 running 3,040ms 100% 3 running
Show classification Show in data acquisition
acti_2024_10_27_19_16.s2 5-pull up 3,040ms 67% 2 5-pull up, 1 uncertain
Show classification Show in data acquisition
acti_2024_10_26_18_22.s1 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_27_19_16.s1 5-pull up 3,040ms 0% 1 3-rowing, 1 walking, 1 uncertain
Show classification Show in data acquisition
acti_2024_10_26_18_41.s1 sitting 3,040ms 100% 3 sitting
Show classification Show in data acquisition
acti_2024_10_27_18_39.s1 walking 3,040ms 67% 2 walking, 1 uncertain
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
89.75%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.99
Weighted average Precision 0.93
Weighted average Recall 0.93
Weighted average F1 score 0.93

Confusion matrix

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Feature explorer

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