Edge Impulse Inc. / LGBM Random Forest Classification Public
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Target

No name set

Cortex-M7 216MHz

100 ms

340 kB

1024 kB

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F1-score

Precision

Recall

99%
spectr-organization-1721-cc6
PERFORMANCE
LATENCY
19 ms of 100 ms
RAM
6 kB of 340 kB
ROM
54 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (ORGANIZATION BLOCK 1721)
ORGANIZATION BLOCK 1721
Parameter Value
max-depth -1
num-iterations 16

2/29/2024, 3:15:20 PM

97%
spectr-organization-1721-673
PERFORMANCE
LATENCY
19 ms of 100 ms
RAM
6 kB of 340 kB
ROM
33 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (ORGANIZATION BLOCK 1721)
ORGANIZATION BLOCK 1721
Parameter Value
max-depth -1
num-iterations 8

2/29/2024, 3:32:08 PM

spectr-organization-1721-16a
PERFORMANCE
LATENCY
19 ms of 100 ms
RAM
6 kB of 340 kB
ROM
14 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (ORGANIZATION BLOCK 1721)
ORGANIZATION BLOCK 1721
Parameter Value
max-depth -1
num-iterations 1

2/29/2024, 3:11:41 PM

spectr-organization-1721-e0b
PERFORMANCE
LATENCY
20 ms of 100 ms
RAM
6 kB of 340 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (ORGANIZATION BLOCK 1721)
ORGANIZATION BLOCK 1721
Parameter Value
max-depth -1
num-iterations 2

2/29/2024, 3:12:01 PM

spectr-organization-1721-d62
PERFORMANCE
LATENCY
19 ms of 100 ms
RAM
6 kB of 340 kB
ROM
22 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (ORGANIZATION BLOCK 1721)
ORGANIZATION BLOCK 1721
Parameter Value
max-depth -1
num-iterations 4

2/29/2024, 3:18:09 PM