Uncovering the prognostic gene signatures for the improvement of risk stratification in cancers by using deep learning algorithm coupled with wavelet transform

Table 2 The detailed information of the data sets for 3-year overall survival prediction

Cancer Type	#of all samples	#of samples		Proportion of 1/0 samples	Wavelet Function	AUC
Cancer Type	#of all samples	positive	negative	Proportion of 1/0 samples	Wavelet Function	AUC
BLCA	248	161	87	1:0.54	bior3.5	0.61
HNSC	311	178	133	1:0.75	coif1	0.61
KIRC	400	109	291	1:2.67	db3	0.71
LGG	240	79	161	1:2.04	bior3.1	0.89
LIHC	196	104	92	1:0.88	sym4	0.65
LUAD	267	134	133	1:0.99	db3	0.67
LUSC	302	154	148	1:0.96	db5	0.61
OV	274	112	162	1:1.45	db3	0.59
SKCM	340	112	228	1:2.04	db3	0.66
UCEC	279	70	209	1:2.99	db1	0.64

ISSN: 1471-2105