document matrix for LM porter stemmed


.	doc#	CAT	DOG	MANI	OWNER	RAIN	GO	BETTER	EVERYON	COMMON	LOVE	HOUS	RUN	COULDNT	COOL	OUTSID	SOMETIM	WINDOW	STARE	DEPRESS	MORN	FELT	SOFT	DOGEATDOG	WORLD	PUPPI	BIG	HOUND	EAT	STRUGGL	SURVIV	AVOID	SUPERIOR	BEAT	INFERIOR	THAT	FUZZI	TYPE	HOUSEHOLD	ANIM	BOUNCI	SPECI	NIGHT	BLUE	RUSSIAN	BULLDOG	SHEPHERD	DOMEST	MAN	THOUSAND	YEAR	AGO	CARE	PET	BAD	TODAI	EVEN	URBAN	LEGEND	STATIST	HEALTH	NONCAT	KNOW	US	PROTECT	INSTANC	MORE	THING	THINK	IV	TIME	THANK	LISTEN	Total
.	1	1													1								1														1				1																																	5
.	2		1								1		1																1																																													4
.	3	1	1			2	1	1						1		1	1	1	1	1	1	1																					1												1																			16
.	4								1															1	1	1	1	1		1	1	1	1	1	1	1																																						13
.	5	6	5	4	3		1	1	1	2	1	2	1																									1	1	1		1		1	1	1	1	1	1	1	1	1	1	1		1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	60
.	All	8	7	4	3	2	2	2	2	2	2	2	2	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	98
.
.	D(1)[.]	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5
.	D(2)[.]	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4
.	D(3)[.]	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16	16
.	D(4)[.]	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13	13
.	D(5)[.]	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60	60
.
.	theta_d(1)[j]	0.2	0	0	0	0	0	0	0	0	0	0	0	0	0.2	0	0	0	0	0	0	0	0.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0.2	0	0	0	0.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1
.	theta_d(2)[j]	0	0.25	0	0	0	0	0	0	0	0.25	0	0.25	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.25	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1
.	theta_d(3)[j]	0.0625	0.0625	0	0	0.125	0.0625	0.0625	0	0	0	0	0	0.0625	0	0.0625	0.0625	0.0625	0.0625	0.0625	0.0625	0.0625	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.0625	0	0	0	0	0	0	0	0	0	0	0	0.0625	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1
.	theta_d(4)[j]	0	0	0	0	0	0	0	0.076923076923077	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.076923076923077	0.076923076923077	0.076923076923077	0.076923076923077	0.076923076923077	0	0.076923076923077	0.076923076923077	0.076923076923077	0.076923076923077	0.076923076923077	0.076923076923077	0.076923076923077	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1
.	theta_d(5)[j]	0.1	0.083333333333333	0.066666666666667	0.05	0	0.016666666666667	0.016666666666667	0.016666666666667	0.033333333333333	0.016666666666667	0.033333333333333	0.016666666666667	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.016666666666667	0.016666666666667	0.016666666666667	0	0.016666666666667	0	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	0.016666666666667	1
.


.	Query
.	{"cat","love"}	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
.
.	theta_d(1)[j]^q[j]	0.2	1	1	1	1	1	1	1	1	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.00000
.	theta_d(2)[j]^q[j]	0	1	1	1	1	1	1	1	1	0.25	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.00000
.	theta_d(3)[j]^q[j]	0.0625	1	1	1	1	1	1	1	1	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.00000
.	theta_d(4)[j]^q[j]	0	1	1	1	1	1	1	1	1	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.00000
.	theta_d(5)[j]^q[j]	0.1	1	1	1	1	1	1	1	1	0.016666666666667	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.00167
.
.
.	Score for {"cat","love"}
.	1	0.00000
.	2	0.00000
.	3	0.00000
.	4	0.00000
.	5	0.00167
.
.	Query
.	{"dog","love"}	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
.


.	theta_d(1)[j]^q[j]	1	0	1	1	1	1	1	1	1	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.00000
.	theta_d(2)[j]^q[j]	1	0.25	1	1	1	1	1	1	1	0.25	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.06250
.	theta_d(3)[j]^q[j]	1	0.0625	1	1	1	1	1	1	1	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.00000
.	theta_d(4)[j]^q[j]	1	0	1	1	1	1	1	1	1	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.00000
.	theta_d(5)[j]^q[j]	1	0.083333333333333	1	1	1	1	1	1	1	0.016666666666667	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.00139
.
.
.
.
.	Score for {"dog","love"}
.	1	0.00000
.	2	0.06250
.	3	0.00000
.	4	0.00000
.	5	0.00139
.
.	Dir Smooth
.
.	theta_d(1)[j]	0.08193	0.07125	0.04071	0.03054	0.02036	0.02036	0.02036	0.02036	0.02036	0.02036	0.02036	0.02036	0.01018	0.01068	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01068	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01068	0.01018	0.01018	0.01018	0.01068	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018
.	theta_d(2)[j]	0.08147	0.07179	0.04073	0.03055	0.02037	0.02037	0.02037	0.02037	0.02037	0.02087	0.02037	0.02087	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01068	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018	0.01018


.	theta_d(3)[j]	0.08148	0.07136	0.04049	0.03037	0.02124	0.02074	0.02074	0.02025	0.02025	0.02025	0.02025	0.02025	0.01062	0.01012	0.01062	0.01062	0.01062	0.01062	0.01062	0.01062	0.01062	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01062	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01062	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012	0.01012
.	theta_d(4)[j]	0.08111	0.07097	0.04055	0.03041	0.02028	0.02028	0.02028	0.02077	0.02028	0.02028	0.02028	0.02028	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01063	0.01063	0.01063	0.01063	0.01063	0.01014	0.01063	0.01063	0.01063	0.01063	0.01063	0.01063	0.01063	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014	0.01014
.	theta_d(5)[j]	0.08217	0.07178	0.04157	0.03118	0.01981	0.0203	0.0203	0.0203	0.02078	0.0203	0.02078	0.0203	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.00991	0.01039	0.01039	0.01039	0.00991	0.01039	0.00991	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.00991	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039	0.01039
.
.	Query
.	{"cat","love"}
.																																																																										Scores:
.	theta_d(1)[j]^q[j]	0.08193	1	1	1	1	1	1	1	1	0.02036	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.001667827
.	theta_d(2)[j]^q[j]	0.08147	1	1	1	1	1	1	1	1	0.02087	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.0016999821
.	theta_d(3)[j]^q[j]	0.08148	1	1	1	1	1	1	1	1	0.02025	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.0016496762
.	theta_d(4)[j]^q[j]	0.08111	1	1	1	1	1	1	1	1	0.02028	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.0016445242
.	theta_d(5)[j]^q[j]	0.08217	1	1	1	1	1	1	1	1	0.0203	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.001667936
.
.	Query
.	{"dog","love"}
.
.	theta_d(1)[j]^q[j]	1	0.07125	1	1	1	1	1	1	1	0.02036	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.0014504646
.	theta_d(2)[j]^q[j]	1	0.07179	1	1	1	1	1	1	1	0.02087	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.0014978967
.	theta_d(3)[j]^q[j]	1	0.07136	1	1	1	1	1	1	1	0.02025	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.001444722
.	theta_d(4)[j]^q[j]	1	0.07097	1	1	1	1	1	1	1	0.02028	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.0014389587


.	theta_d(5)[j]^q[j]	1	0.07178	1	1	1	1	1	1	1	0.0203	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0.0014569805