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Table 11 Training sample statistics

From: Power transformer fault diagnosis system based on Internet of Things

 

Normal

Ageing

Fault

Number of transformers

17

10

10

Sample size

302

150

150

Training sample

203

102

102

Validation sample

101

53

53