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

Table 5

Machine learning analysis results for horizontal 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	13.4	12.9675	13.3242	12.5739
2	5	10	5	10.8	10.9134	10.938	11.3808
3	5	15	10	10.2	8.8716	9.9294	10.1754
4	10	5	5	17.1	17.4201	17.0142	17.5431
5	10	10	10	13.9	15.489	14.0376	16.3377
6	10	15	0	11.8	13.3119	11.8605	13.7424
7	15	5	10	22.5	22.4372	22.5246	22.5
8	15	10	0	19.9	19.8186	19.9908	19.9047
9	15	15	5	18.7	17.7645	18.6747	18.6993
	Correlation coefficient				0.9739	0.9995	0.9713
	Root mean square error				0.0757	0.011	0.0895