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Table 6 Improvement of ML time (in seconds) for different BIM data (in Files)

From: Understanding quality of analytics trade-offs in an end-to-end machine learning-based classification system for building information modeling

File ID Env B Env C Improvement(%)
File1 210 34 15.98
File2 279 48 17.41
File3 278 45 16.29
File4 358 63 17.75
File5 911 202 22.21
File6 198 31 15.64
File7 41 7 16.47
File8 183 26 13.98
File9 3934 1668 42.40
File19 75 12 15.87
File11 63 10 16.54
File12 837 185 22.16
File13 840 184 21.92
Average    19.59