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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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eiWIN.s1864

ID: 317375038

Label: win

Sample length: 1s

eiDRAW.s3498

ID: 317358369

Label: LoseDraw

Sample length: 1s

eiDRAW.s3860

ID: 317357878

Label: LoseDraw

Sample length: 1s

eiWIN.s8350

ID: 317368156

Label: win

Sample length: 1s

eiWIN.s6273

ID: 317369946

Label: win

Sample length: 1s

eiDRAW.s2405

ID: 317359742

Label: LoseDraw

Sample length: 1s

eiWIN.s912

ID: 317376276

Label: win

Sample length: 1s

eiDRAW.s465

ID: 317361568

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	212,127
No. of clones	13