# Clustering Approach 5 : RPPA_CNMF
Index	Clinical feature name	Test type	P value	Comment
1	Time to Death	logrank test	1.38733546872771e-09	Range of duration = 0.07 to 194.79, nDeath = 206, nCensor = 548
2	YEARS_TO_BIRTH	Kruskal-Wallis (anova)	0.0531950574431416	Range of values = 17 to 90, Mean = 60.0346, StdDev = 12.5921, nMissing = 5
3	PATHOLOGIC_STAGE	Fisher's exact test	9.99990000099999e-06	nTypes = 4 (STAGE I/STAGE II/STAGE III/STAGE IV), nPatients = 382/91/172/101, nMissing = 10
4	PATHOLOGY_T_STAGE	Fisher's exact test	9.99990000099999e-06	nTypes = 4 (T1/T2/T3/T4), nPatients = 396/109/236/15
5	PATHOLOGY_N_STAGE	Fisher's exact test	0.201427985720143	nTypes = 3 (N0/N1/N2), nPatients = 300/39/5, nMissing = 412
6	PATHOLOGY_M_STAGE	Fisher's exact test	1.9999800002e-05	nTypes = 2 (0/1), nPatients = 487/86, nMissing = 183
7	GENDER	Fisher's exact test	0.405465945340547	nTypes = 2 (FEMALE/MALE), nPatients = 243/513
8	RADIATION_THERAPY	Fisher's exact test	0.376136238637614	nTypes = 2 (NO/YES), nPatients = 331/3, nMissing = 422
9	KARNOFSKY_PERFORMANCE_SCORE	Kruskal-Wallis (anova)	0.414347469687725	Range of values = 0 to 100, Mean = 89.8305, StdDev = 19.7844, nMissing = 638
10	HISTOLOGICAL_TYPE	Fisher's exact test	8.99991000089999e-05	nTypes = 3 (KIDNEY CHROMOPHOBE/KIDNEY CLEAR CELL RENAL CARCINOMA/KIDNEY PAPILLARY RENAL CELL CARCINOMA), nPatients = 63/478/215
11	NUMBER_PACK_YEARS_SMOKED	Kruskal-Wallis (anova)	0.545481308323941	Range of values = 1 to 185, Mean = 29.7887, StdDev = 24.4392, nMissing = 672
12	YEAR_OF_TOBACCO_SMOKING_ONSET	Kruskal-Wallis (anova)	0.744714916473616	Range of values = 1941 to 2002, Mean = 1971.68, StdDev = 15.2488, nMissing = 696
13	RACE	Fisher's exact test	0.037689623103769	nTypes = 4 (AMERICAN INDIAN OR ALASKA NATIVE/ASIAN/BLACK OR AFRICAN AMERICAN/WHITE), nPatients = 1/16/93/625, nMissing = 21
14	ETHNICITY	Fisher's exact test	0.595114048859511	nTypes = 2 (HISPANIC OR LATINO/NOT HISPANIC OR LATINO), nPatients = 32/523, nMissing = 201
