Research Article
A Privacy Risk Assessment Model for Medical Big Data Based on Adaptive Neuro-Fuzzy Theory
Table 5
Result of 10-fold cross validation.
| Number | Training data set | Testing data set | Sum of squared errors | The average |
| 1 | Training data1 | Testing data1 | 7.53521e − 06 | 7.0159e − 6 | 2 | Training data2 | Testing data2 | 7.12167e − 06 | 3 | Training data3 | Testing data3 | 6.59361e − 06 | 4 | Training data4 | Testing data4 | 6.23479e − 06 | 5 | Training data5 | Testing data5 | 7.98632e − 06 | 6 | Training data6 | Testing data6 | 6.63364e − 06 | 7 | Training data7 | Testing data7 | 7. 38572e − 06 | 8 | Training data8 | Testing data8 | 6.72831e − 06 | 9 | Training data9 | Testing data9 | 7.84101e − 06 | 10 | Training data10 | Testing data10 | 6.09874e − 06 |
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