Running experiment for DGP 1
	avg improvement across of 30 runs and its std
		PCA	0.13219930796978993	0.32157189811403797
		LIRR	3.508615332347342	2.045454380705967
		Vanilla AE	0.4137717078622797	2.1999844491891745
		IRAE[0]	6.1055411568046845	7.1633756965393
		IRAE[1]	6.4173892515350035	5.260230601959754
		IRAE[2]	5.5470508824043545	4.657334828030325
		IRAE	5.773973062490933	4.766449451473054
		Vanilla VAE	0.36514472378591983	0.4629039722263981
		iVAE	0.2709277475548652	0.36718140042294833
Running experiment for DGP 2
	avg improvement across of 30 runs and its std
		PCA	0.05453799736346139	0.2994359021400209
		LIRR	3.471138565761476	1.9683003155040264
		Vanilla AE	0.8417777161569828	1.155989229662602
		IRAE[0]	2.2897502091633175	6.995734300034148
		IRAE[1]	4.617501948488677	5.04790538800357
		IRAE[2]	4.555411011741464	4.070658882678896
		IRAE	6.525263175457253	6.013159305986688
		Vanilla VAE	0.2725350605292839	0.5071462838196059
		iVAE	0.11917757468644297	0.25025225546150187
Running experiment for DGP 3
	avg improvement across of 30 runs and its std
		PCA	0.08479253650230824	0.23816700850239242
		LIRR	3.5681960652279523	2.1296211963030234
		Vanilla AE	0.7801252419489821	1.7334838695009656
		IRAE[0]	4.899263578144803	6.331032432107945
		IRAE[1]	5.8022870474254225	7.104082868078545
		IRAE[2]	5.214476010067993	4.435794268863064
		IRAE	4.911302091826685	4.000916943392353
		Vanilla VAE	0.20547322029315845	0.3394359712348062
		iVAE	0.1651825858330526	0.2929045494007134
