An Ensemble Learning for Predicting Breakdown Field Strength of Polyimide Nanocomposite Films

Table 2

Data of breakdown field strengths of nanocomposite films.

Samples	Input								Output
	Type of nanoparticles	Dielectric constant	Thickness of films (μm)	Thermal conductivity (W/cm·k)	Electrical resistivity (Ω·m)	Ratio of nanoparticles (wt%)	Size of nanoparticles (nm)	Specific area of nanoparticles (m^2/g)	Breakdown field strength of the hybrid PI (kV/mm)
1	BaTiO3	1400	25	0.50	1 × 10^5	10	100	12	157
2	BaTiO3	1400	25	0.50	1 × 10^5	15	100	12	137
3	BaTiO3	1400	25	0.50	1 × 10^5	20	100	12	125
4	BaTiO3	1400	25	0.50	1 × 10^5	25	100	12	119
5	BaTiO3	1400	25	0.50	1 × 10^5	30	100	12	105
6	BaTiO3	1400	25	0.50	1 × 10^5	50	100	12	72
7	BaTiO3	1400	25	0.50	1 × 10^5	60	100	12	54
8	BaTiO3	1400	25	0.50	1 × 10^5	70	100	12	41
9	Rutile TiO2	100	25	0.40	9 × 10^7	0	35	70	230
10	Rutile TiO2	100	25	0.63	9 × 10^7	1	35	70	240
11	Rutile TiO2	100	25	0.63	9 × 10^7	3	35	70	210
12	Rutile TiO2	100	25	0.63	9 × 10^7	4	35	70	177
13	Rutile TiO2	100	25	0.63	9 × 10^7	5	35	70	170
14	Rutile TiO2	100	25	0.63	9 × 10^7	7	35	70	160
15	SiO2	1.56	25	160	1 × 10^16	5	40	300	313
16	SiO2	1.56	25	160	1 × 10^16	10	40	300	307
17	SiO2	1.56	25	160	1 × 10^16	15	40	300	327
18	SiO2	1.56	25	160	1 × 10^16	20	40	300	252
19	SiO2	1.56	25	160	1 × 10^16	25	40	300	240
20	αAl2O3	10	30	4.10	1 × 10^14	4	30	25	275
21	αAl2O3	10	30	4.10	1 × 10^14	8	30	25	263
22	αAl2O3	10	30	4.10	1 × 10^14	12	30	25	234
23	αAl2O3	10	30	4.10	1 × 10^14	16	30	25	212
24	αAl2O3	10	30	4.10	1 × 10^14	20	30	25	235
25	αAl2O3	10	30	4.10	1 × 10^14	24	30	25	203
26	Al2O3	8	30	29.31	1 × 10^14	15	13	100	190
27	Al2O3	8	30	29.31	1 × 10^14	20	13	100	189
28	Al2O3	8	30	29.31	1 × 10^14	25	13	100	178
29	SiO2	1.56	30	160	1 × 10^16	10	7	350	307
30	SiO2	1.56	30	160	1 × 10^16	15	7	350	327
31	SiO2	1.56	30	160	1 × 10^16	20	7	350	252
32	SiO2	1.56	30	160	1 × 10^16	25	7	350	240