Edge Impulse Experts / Bangle Activities 2 Public
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% 5 sitting
acti_2024_10_31_19_56.s30 sitting 3,040ms 60% 3 sitting, 2 4-push up
acti_2024_10_31_19_56.s23 sitting 3,040ms 100% 5 sitting
acti_2024_10_31_19_56.s20 sitting 3,040ms 100% 5 sitting
acti_2024_10_31_19_56.s11 sitting 3,040ms 80% 4 sitting, 1 uncertain
acti_2024_10_31_19_56.s6 sitting 3,040ms 100% 5 sitting
acti_2024_10_31_19_56.s2 sitting 3,040ms 100% 5 sitting
acti_2024_10_31_19_56.s1 sitting 3,040ms 100% 5 sitting
acti_2024_10_31_18_58_3.s23 3-rowing 3,040ms 0% 5 4-push up
acti_2024_10_31_18_58_3.s19 3-rowing 3,040ms 40% 2 3-rowing, 2 uncertain, 1 4-push up
acti_2024_10_31_18_58_3.s14 3-rowing 3,040ms 100% 5 3-rowing
acti_2024_10_31_18_58_3.s10 3-rowing 3,040ms 100% 5 3-rowing
acti_2024_10_31_18_58_2.s19 3-rowing 3,040ms 100% 5 3-rowing
acti_2024_10_31_18_58_3.s6 3-rowing 3,040ms 100% 5 3-rowing
acti_2024_10_31_18_58_2.s13 3-rowing 3,040ms 100% 5 3-rowing
acti_2024_10_31_18_58_2.s10 3-rowing 3,040ms 100% 5 3-rowing
acti_2024_10_31_18_58_2.s5 3-rowing 3,040ms 100% 5 3-rowing
acti_2024_10_31_18_58_1.s18 3-rowing 3,040ms 100% 5 3-rowing
acti_2024_10_31_18_58_1.s15 3-rowing 3,040ms 100% 5 3-rowing
acti_2024_10_31_18_58_1.s11 3-rowing 3,040ms 100% 5 3-rowing
acti_2024_10_31_18_58_1.s10 3-rowing 3,040ms 100% 5 3-rowing

Model testing output

Results

Model version:
Area under ROC Curve 0.99
Weighted average Precision 0.91
Weighted average Recall 0.90
Weighted average F1 score 0.91
3-rowing4-push up5-pull uprunningsittingwalkinguncertain
3-rowing87.1%7.1%0%0%2.4%0%3.5%
4-push up3.1%95.4%0%0%1.5%0%0%
5-pull up2%0%90%0%4%1%3%
running1.4%0%0%88.7%2.8%0%7.0%
sitting1.5%6.2%0%3.1%86.2%0%3.1%
walking0%0%2.4%0%1.2%95.3%1.2%
f1 score0.890.880.940.910.890.97
Error while loading features: {"response":{"readyState":0,"status":0,"statusText":"error"},"errorThrown":""}