Table 1.

An experimental validation performed on the dataset. The MCIndoor20000 dataset includes the original images along with all variations discussed in the Data section. The MCIndoor2000 (Original Images) includes only the original images without any variations. “ACC” stands for accuracy, while “TPR” and “PPV” stands for true positive rate and positive predictive value, respectively.

Dataset ID	Train/Test Percentage	ACC	TPR	PPV
MCIndoor20000	20% Train, 80% Test	99.8%	99.8%	99.8%
MCIndoor20000	10% Train, 90% Test	99.6%	99.6%	99.6%
MCIndoor2000 (Original Images)	20% Train, 80% Test	90.4%	89.8%	92.7%
MCIndoor2000 (Original Images)	10% Train, 90% Test	64.4%	63.3%	75.0%