IoT and Machine Learning-Based Smart Automation System for Industry 4.0 Using Robotics and Sensors

Table 1

Samples of testing and training of datasets.

Current “”	Change in delta	Validation	Labelling of validation
8.2	0	Real	—
7.7	-0.5	Real	1
3.6	-4.1	Real	1
3.4	-0.2	Real	1
1.2	-2.2	Real	1
1.2	0	Real	1
-4.2	-5.4	Real	1
3.5	7.7	Real	1
-5.3	-8.8	Fake	2
-6.1	-0.8	Fake	2
8.5	14.6	Fake	2
5	-3.5	Fake	2
-2.5	-7.5	Fake	2