Flame Resistance Characteristics of Woven Jute Fiber Reinforced Fly Ash Filled Polymer Composite

Table 7

Machine learning analysis results for vertical test.

Sl. no.	Input parameters			Output parameters (burning rate)
	Jute fiber %	Fly ash %	NaOH treatment time in hours	Actual value	Linear regression	Multilayer perception	Support vector regression
1	5	5	0	14.5	14.4357	14.4357	14.5012
2	5	10	5	12.3	12.1956	12.7196	12.8375
3	5	15	10	11.2	9.9686	11.1214	11.1738
4	10	5	5	19.4	19.0993	19.3744	19.4006
5	10	10	10	15.3	16.8723	15.523	17.7369
6	10	15	0	13.1	14.6322	13.3353	14.6322
7	15	5	10	24.3	23.7629	24.3262	24.3
8	15	10	0	21.2	21.5359	21.4442	21.1953
9	15	15	5	20.5	19.2958	20.501	19.5316
	Correlation coefficient				0.9752	0.9993	0.9767
	Root mean square error				0.0732	0.0152	0.0785