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Table 5

Net3 network model predictions for both perfect and imperfect input data (Boolean and fuzzy)

Sensor typeModel accuracy
Top 3Top 5Top 8Top 10
Perfect 91.70% 96.80% 99.00% 99.60% 
Fuzzy 81.90% 92.30% 97.90% 99.20% 
Boolean 68.57% 84.40% 94.50% 97.50% 
Sensor typeModel accuracy
Top 3Top 5Top 8Top 10
Perfect 91.70% 96.80% 99.00% 99.60% 
Fuzzy 81.90% 92.30% 97.90% 99.20% 
Boolean 68.57% 84.40% 94.50% 97.50% 

The number of model inputs was 3.4 million for all three sensor types.

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