Subha / ToddleTrack Public
Target: Cortex-M4F 80MHz Clone this project

Test data

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Sample name Expected outcome Length Accuracy Result
JERK.64kiiahk JERK 10s 11% 6 SHAKE, 6 uncertain, 5 FREEFALL, 2 JERK
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JERK.64kjed19 JERK 10s 42% 8 JERK, 8 uncertain, 2 SHAKE, 1 FREEFALL
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JERK.64kjdsr9 JERK 10s 32% 10 uncertain, 6 JERK, 3 FREEFALL
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FREEFALL.64jnfee8 FREEFALL 5s 89% 8 FREEFALL, 1 JERK
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FREEFALL.64kj9gv4 FREEFALL 10s 58% 11 FREEFALL, 6 uncertain, 1 JERK, 1 SHAKE
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FREEFALL.64kj6vrg FREEFALL 10s 47% 9 FREEFALL, 9 uncertain, 1 SHAKE
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FREEFALL.64kksv2h FREEFALL 10s 58% 11 FREEFALL, 5 uncertain, 2 SHAKE, 1 JERK
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SHAKE.64kes84n SHAKE 10s 84% 16 SHAKE, 3 JERK
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SHAKE.64klh93o SHAKE 10s 58% 11 SHAKE, 7 uncertain, 1 JERK
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FREEFALL.64kl1q1v FREEFALL 10s 68% 13 FREEFALL, 5 uncertain, 1 SHAKE
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SHAKE.64klkrcj SHAKE 10s 100% 19 SHAKE
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SHAKE.64kldl9i SHAKE 10s 32% 9 uncertain, 6 SHAKE, 3 JERK, 1 FREEFALL
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SHAKE.64klcrt9 SHAKE 10s 68% 13 SHAKE, 4 uncertain, 1 FREEFALL, 1 JERK
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FREEFALL.64kl6rvp FREEFALL 10s 79% 15 FREEFALL, 4 uncertain
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FREEFALL.64kl3tja FREEFALL 10s 58% 11 FREEFALL, 6 uncertain, 2 SHAKE
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FREEFALL.64kkriqv FREEFALL 10s 68% 13 FREEFALL, 4 uncertain, 2 JERK
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FREEFALL.64kkr25o FREEFALL 10s 53% 10 FREEFALL, 8 uncertain, 1 JERK
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SHAKE.64kf6mgb SHAKE 10s 84% 16 SHAKE, 2 JERK, 1 uncertain
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JERK.64kid2rr JERK 10s 0% 9 uncertain, 7 FREEFALL, 3 SHAKE
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SHAKE.64kj2i9n SHAKE 10s 95% 18 SHAKE, 1 uncertain
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JERK.64kjftig JERK 10s 47% 9 JERK, 9 uncertain, 1 SHAKE
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FREEFALL.64kj8ge0 FREEFALL 10s 79% 15 FREEFALL, 4 uncertain
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FREEFALL.64kj7vnt FREEFALL 10s 79% 15 FREEFALL, 4 uncertain
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SHAKE.64kj5ol4 SHAKE 10s 58% 11 SHAKE, 7 uncertain, 1 FREEFALL
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SHAKE.64kivfg7 SHAKE 10s 42% 9 uncertain, 8 SHAKE, 2 FREEFALL
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JERK.64kiksoh JERK 10s 5% 8 FREEFALL, 6 uncertain, 4 SHAKE, 1 JERK
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JERK.64kiq40l JERK 10s 47% 9 JERK, 5 SHAKE, 5 uncertain
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JERK.64kimu6m JERK 10s 0% 8 FREEFALL, 8 uncertain, 3 SHAKE
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JERK.64kamcqj JERK 10s 37% 10 uncertain, 7 JERK, 2 SHAKE
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JERK.64kihrpl JERK 10s 37% 7 JERK, 7 uncertain, 5 FREEFALL
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JERK.64kifpui JERK 10s 26% 14 uncertain, 5 JERK
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JERK.64kif908 JERK 10s 5% 9 uncertain, 6 SHAKE, 3 FREEFALL, 1 JERK
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JERK.64kick0r JERK 10s 11% 10 uncertain, 4 FREEFALL, 3 SHAKE, 2 JERK
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JERK.64kiah67 JERK 10s 0% 12 uncertain, 4 SHAKE, 3 FREEFALL
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SHAKE.64keuv0c SHAKE 10s 89% 17 SHAKE, 2 uncertain
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FREEFALL.64kfcpfc FREEFALL 10s 63% 12 FREEFALL, 6 uncertain, 1 JERK
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JERK.64kfiit3 JERK 10s 16% 13 uncertain, 3 JERK, 3 SHAKE
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JERK.64kfn0im JERK 10s 11% 8 uncertain, 6 FREEFALL, 3 SHAKE, 2 JERK
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FREEFALL.64kfgmnl FREEFALL 10s 47% 9 FREEFALL, 9 uncertain, 1 SHAKE
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FREEFALL.64kfg7ca FREEFALL 10s 63% 12 FREEFALL, 6 uncertain, 1 SHAKE
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SHAKE.64kfbtoq SHAKE 10s 95% 18 SHAKE, 1 uncertain
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SHAKE.64kf33d2 SHAKE 10s 95% 18 SHAKE, 1 uncertain
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SHAKE.64kf0ne2 SHAKE 10s 95% 18 SHAKE, 1 uncertain
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SHAKE.64ketcnd SHAKE 10s 74% 14 SHAKE, 4 uncertain, 1 FREEFALL
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SHAKE.64kesqfk SHAKE 10s 68% 13 SHAKE, 3 JERK, 3 uncertain
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JERK.64kdjmjg JERK 10s 16% 7 uncertain, 5 SHAKE, 4 FREEFALL, 3 JERK
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SHAKE.64k9vgb7 SHAKE 10s 84% 16 SHAKE, 3 uncertain
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FREEFALL.64kba87m FREEFALL 10s 53% 10 FREEFALL, 9 uncertain
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FREEFALL.64kb5l5d FREEFALL 10s 42% 11 uncertain, 8 FREEFALL
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FREEFALL.64kb0ull FREEFALL 10s 74% 14 FREEFALL, 4 uncertain, 1 SHAKE
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JERK.64kaig3g JERK 10s 42% 9 uncertain, 8 JERK, 2 SHAKE
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JERK.64kac91v JERK 10s 32% 10 uncertain, 6 JERK, 2 SHAKE, 1 FREEFALL
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SHAKE.64k9ol6r SHAKE 10s 95% 18 SHAKE, 1 JERK
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JERK.64jnqvt2 JERK 10s 47% 9 JERK, 6 SHAKE, 4 uncertain
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FREEFALL.64jnlqoq FREEFALL 10s 42% 9 uncertain, 8 FREEFALL, 2 JERK
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FREEFALL.64jnmuo9 FREEFALL 10s 84% 16 FREEFALL, 3 uncertain
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SHAKE.64jmdhp8 SHAKE 10s 84% 16 SHAKE, 3 uncertain
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SHAKE.64jmd0pv SHAKE 10s 89% 17 SHAKE, 2 uncertain
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Model testing output

Results

Model version:
Accuracy
54.12%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.88
Weighted average Precision 0.70
Weighted average Recall 0.70
Weighted average F1 score 0.68

Confusion matrix

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Feature explorer

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