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Soccer forecast with Arduino Uno R4

Arduino UNO R4 Minima Machine Learning based Soccer forecast

About this project

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Data (17,396 samples)

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eiDRAW.s2895

ID: 317359196

Label: LoseDraw

Sample length: 1s

eiWIN.s5277

ID: 317371364

Label: win

Sample length: 1s

eiDRAW.s2071

ID: 317360033

Label: LoseDraw

Sample length: 1s

eiWIN.s1393

ID: 317375650

Label: win

Sample length: 1s

eiLOSE.s889

ID: 317366753

Label: LoseDraw

Sample length: 1s

eiLOSE.s4260

ID: 317363271

Label: LoseDraw

Sample length: 1s

eiLOSE.s1491

ID: 317365956

Label: LoseDraw

Sample length: 1s

eiLOSE.s1488

ID: 317365964

Label: LoseDraw

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

68.8%

Test set

52.5%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.3K

Flash usage

14.0K

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Dataset summary

Data collected

4h 49m 56s

Sensors

home_team, away_team, home_team_fifa_rank, away_team_fifa_rank, neutral_location @ 1Hz

Labels

LoseDraw, win

Project info

Project ID	233190
Project version	1
License	Apache 2.0
No. of views	202,975
No. of clones	13