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k-NN

Frequency [MHz] MEM Points UPD Points INI Points Mean accuracy [%] Learning Time [s] Learning Energy [mJ] Inference Time [s] Inference Energy [mJ]
4 100 50 50 81.01 167.226 453,402 7.256 19,745
8 100 50 50 80.95 81.220 351,077 2.984 13,064
16 100 50 50 78.78 48.932 314,828 2.317 14,798

Decision Tree

|Max depth|Min size|Frequency [MHz]|MEM Points|UPD Points|INI Points|Mean accuracy [%]|Learning Time [s]|Learning Energy [mJ]|Inference Time [s]|Inference Energy [mJ]| |-|-|-|-|-|-|-|-|-| |3|10|4|100|50|50|67.10|76.497|210,145||| |3|10|8|100|50|50|66.45|36.697|161,447||| |3|10|8|200|50|50|66.23|36.599|164,440||| |3|10|16|100|50|50|66.61|23.956|161,605||| |3|10|16|200|100|50|67.53|21.836|148,574|||