Journal of Big Data

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

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