C1 01TBM Three blind mice 3 SO1 35SSS Sing a song of sixpence .18 .14 02TLP This little pig went to market DO1 03DDD Diddle diddle dumpling my son John 07OMH Old Mother Hubbard 04LMM Little Miss Muffet 30HDD Hey diddle diddle 06SPP See a pin and pick it up 08JSC Jack Sprat could eat no fat C2 ffa=39LCS 09HBD Hush baby. Daddy is near 10JAJ Jack and Jill went up the hill 05HDS Humpty Dumpty C11 12OWF There came an old woman from France 11OMM One misty moisty morning 01TBM Three blind mice 13RRS A robin and a robins son 15PCD Great A. little a 02TLP This little pig went to market 14ASO If all the seas were one sea 21LAU The Lion and the Unicorn 03DDD Diddle diddle dumpling my son John 16PPG Flour of England 22HLH I had a little husband 04LMM Little Miss Muffet 17FEC Here sits the Lord Mayor 28BBB Baa baa black sheep 06SPP See a pin and pick it up 18HTP I had two pigeons bright and gay 36LTT Little Tommy Tittlemouse 10JAJ Jack and Jill went up the hill 23MTB How many miles is it to Babylon 37MBB Here we go round mulberry bush 13RRS A robin and a robins son 25WOW There was an old woman 38YLS If I had as much money as I could tell 14ASO If all the seas were one sea 26SBS Sleep baby sleep 39LCS A little cock sparrow 16PPG Flour of England 27CBC Cry baby cry 41OKC Old King Cole 17FEC Here sits the Lord Mayor C21 ffa=21LAU 29LFW When little Fred went to bed 42BBC Bat bat, come under my hat 18HTP I had two pigeons bright and gay 32JGF Jack, come give me your fiddle 48OTB One two, buckle my shoe 05HDS Humpty Dumpty 23MTB How many miles is it to Babylon 33BFP Buttons, a farthing a pair 50LJH Little Jack Horner 11OMM One misty moisty morning 25WOW There was an old woman 43HHD Hark hark, the dogs do bark .26 15PCD Great A. little a 32JGF Jack, come give me your fiddle 44HLH The hart he loves the high wood DO4 .46 21LAU The Lion and the Unicorn 33BFP Buttons, a farthing a pair 45BBB Bye baby bunting .19 22HLH I had a little husband 28BBB Baa baa black sheep 43HHD Hark hark, the dogs do bark 46TTP Tom Tom the pipers son 36LTT Little Tommy Tittlemouse 44HLH The hart he loves the high wood 47CCM Cocks crow in the morn SO8 41OKC Old King Cole 37MBB Here we go round mulberry 46TTP Tom Tom the pipers son 49WLG There was a little girl 50LJH Little Jack Horner 38YLS If I had as much money SO9 47CCM Cocks crow in the morn .28 2.2 SO2 08JSC Jack Sprat 42BBC Bat bat, come under my hat 49WLG There was a little girl 39LCS A little cock sparrow C12 48OTB One two, buckle my shoe .42 C111 09HBD Hush baby. Daddy is near C211 ffa=37 03DDD Diddle diddle dumpling my son John .41 12OWF There came old woman France 06SPP See a pin and pick it up 26SBS Sleep baby sleep 05HDS Humpty Dumpty 2 10JAJ Jack and Jill went up the hill 27CBC Cry baby cry 11OMM One misty moisty morning 13RRS A robin and a robins son .31 1.3 29LFW When little Fred went to bed 15PCD Great A. little a 14ASO If all the seas were one sea 45BBB Bye baby bunting 22HLH I had a little husband 16PPG Flour of England SO15 36LTT Little Tommy Tittlemouse 1.53 18HTP I had two pigeons bright and gay 37MBB Here we go round mulberry .42 29LFW When little Fred went bed 23MTB How many miles is it to Babylon SO3 38YLS If I had as much money 25WOW There was an old woman 48OTB One two, buckle my shoe C121 ffa=29 46TTP Tom Tom pipers DO3 32JGF Jack, come give me your fiddle SO10 33BFP Buttons, a farthing a pair 09HBD Hush baby. Daddy is near 01TBM Three blind mice SO11 42BBC Bat bat, come undert 43HHD Hark hark, the dogs do bark 26SBS Sleep baby sleep DO2 17FEC Here sits the Lord Mayor 21LAU The Lion and the Unicorn 44HLH The hart he loves the high wood 27CBC Cry baby cry .38 47CCM Cocks crow in the morn 45BBB Bye baby bunting 02TLP This little pig C2111 ffa=15 SO14 49WLG There was a little girl .1.6 04LMM Little Miss Muffet .36 05HDS Humpty Dumpty C1111 12OWF The came ol woman France 15PCD Great A. little a 1.8 03DDD Diddle diddle dumpling my son John 22HLH I had a little husband 06SPP See a pin and pick it up 36LTT Little Tommy Tittlemouse SO4 13RRS A robin and a robins son 38YLS If I had as much money 16PPG Flour of England 10JAJ Jack and Jill went up the hill 48OTB One two, buckle my shoe 18HTP I had two pigeons bright and gay TO1 23MTB How many miles is it to Babylon SO12 32JGF Jack, come give me your fiddle 14ASO If all the seas 33BFP Buttons, a farthing a pair 11OMM One misty moisty SO13 25WOW There was an old woman 43HHD Hark hark, the dogs do bark 44HLH The hart he loves 37MBB Here we go rnd mulberry 47CCM Cocks crow in the morn 49WLG There was a little girl C2111 seems to be lullabys? no gaps C2111 seems to focus on .3 1.3 SO5 C11111 extremes? (big and small) 03DDD Diddle diddle dumpling my son John 13RRS A robin and TO2 06SPP See a pin and pick it up 16PPG Flour of England 23MTB How many miles to Babylon 18HTP I had two pigeons bright and gay 33BFP Buttons, a farthing a pair Notes: 32JGF Jack, come give me your fiddle 43HHD Hark hark, the dogs do bark 47CCM Cocks crow in the morn In text mining, just about any document is eventually going to be an 49WLG There was a little girl C111111 SO6 outlier due to the fact that we are projecting high dimension (44 here) onto 06SPP See a pin and pick it up 16PPG Flour of England SO7 03DDD Diddle diddle dumpling dimension=1. Thus the ffa will almost always be an outlier in LAvgffa. 18HTP I had two pigeons bright and gay 47CCM Cocks crow in the morn 32JGF Jack, come give me your fiddle MG44d60w A-FFA dendogram
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Man gets angry Flow Chart of a Relationship The man and the woman agree to have a date No sex Woman changes her mind At the end of the date, the man makes sexual advances Man nags about the reasons why the woman doesn’t want to have sex Woman is more relaxed this time No sex for a long time Man tries again; Asks for a second date Man guesses that the time is right and approaches the woman sexually Man trips on the edge of the carpet on purpose to show the woman how vulnerable he is Man falls asleep Woman starts to get tired Woman suggests making dinner together Man approaches woman sexually After cooking for hours, they eat Man pretends to be hungry Man discovers how much fun they have even without sex Man suggests a bath together Woman melts After the bath the man suggests opening a bottle of Champagne Man almost drinks the whole bottle himself Woman agrees Man suggests a refreshing walk, hoping that it will relax her Man suggests a short cut Mans knee heals rapidly and he suggests sex Man suggests a trip to Venice Operations -- Prof. Juran Woman gets excited and starts to go through brochures SEX After a glass of wine the man Finds courage to say what he’s been trying to say all evening and makes a confession of love 21 © The McGraw-Hill Companies, Inc.,
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Pet Peeves Continue on  Separate out  Two twins  Widow woman  I have/haven’t took  I seen/I done  Here is/There is  Fewer/less 
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Continue on  Separate out  Two twins  Widow woman  I have/haven’t took  I seen/I done  Here is/There is  Fewer/less 
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The Veil in Christianity • St. Paul in the New Testament made some very interesting statements about the veil: • "Now I want you to realize that the head of every man is Christ, and the head of the woman is man, and the head of Christ is God. Every man who prays or prophesies with his head covered dishonours his head. And every woman who prays or prophesies with her head uncovered dishonours her head - it is just as though her head were shaved. If a woman does not cover her head, she should have her hair cut off; and if it is a disgrace for a woman to have her hair cut off or shaved off, she should cover her head. A man ought not to cover his head, since he is the image and glory of God; but the woman is the glory of man. For man did not come from woman, but woman from man; neither was man created for woman, but woman for man. For this reason, and because of the angels, the woman ought to have a sign of authority on her head" (I Corinthians 11:310).
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createconfigs script in src/mpp-mpred-3.2.0/p95/mu11 #!/bin/bash for g in .1 .2 .4 .7 .9 do sed -i -e "s/dMNsdsThr=[^ ]*/dMNsdsThr=$g/" t.config for h in .1 .2 .4 .7 .9 do sed -i -e "s/dMNsdsExp=[^ ]*/dMNsdsExp=$h/" t.config cp t.config configs/a$g$h.config done done creates in src.mpp-mpred-3.2.0/p95/mu11/configs: -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:11 a.1.1.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:11 a.1.2.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:11 a.1.4.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:11 a.1.7.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:11 a.1.9.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:11 a.2.1.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:11 a.2.2.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:11 a.2.4.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:11 a.2.7.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:11 a.2.9.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.4.1.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.4.2.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.4.4.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.4.7.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.4.9.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.7.1.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.7.2.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.7.4.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.7.7.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.7.9.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.9.1.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.9.2.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.9.4.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.9.7.config -rw-r--r-- 1 perrizo faculty 7441 Nov 3 10:12 a.9.9.config submit in src/mpp-mpred-3.2.0 produces here #!/bin/bash for g in .1 .2 .4 .7 .9 do for h in .1 .2 .4 .7 .9 do ./mpp-submit -S -i Data/p95test.txt -c p95/mu11/configs a$g$h.out -t .05 -d ./p95/mu11 done done -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:15 a.1.1.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:15 a.1.2.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:15 a.1.4.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:15 a.1.7.out -rw-r--r-- 1 perrizo faculty 3625 Nov 3 10:15 a.1.9.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:15 a.2.1.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:15 a.2.2.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:16 a.2.4.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:16 a.2.7.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:16 a.2.9.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:16 a.4.1.out -rw-r--r-- 1 perrizo faculty 3625 Nov 3 10:16 a.4.2.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:16 a.4.4.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:16 a.4.7.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:17 a.4.9.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:17 a.7.1.out -rw-r--r-- 1 perrizo faculty 3625 Nov 3 10:17 a.7.2.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:17 a.7.4.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:17 a.7.7.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:17 a.7.9.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:17 a.9.1.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:18 a.9.2.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:18 a.9.4.out -rw-r--r-- 1 perrizo faculty 3625 Nov 3 10:18 a.9.7.out -rw-r--r-- 1 perrizo faculty 3626 Nov 3 10:18 a.9.9.out which I then copy to src/mpp-mpred-3.2.0/dotouts.
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createconfigs script in src/mpp-mpred-3.2.0/p95/mu11 #!/bin/bash for g in .1 .2 .4 .7 .9 do sed -i -e "s/dMNsdsThr=[^ ]*/dMNsdsThr=$g/" t.config for h in .1 .2 .4 .7 .9 do sed -i -e "s/dMNsdsExp=[^ ]*/dMNsdsExp=$h/" t.config cp t.config configs/a$g$h.config submit script run in scr/mpp-mpred-3.2.0 produces subdirs in mpp-mpred-3.2.0 : drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x drwxr-xr-x creates in src.mpp-mpred-3.2.0/p95/mu11/configs: -rw-r--r-- 1 a.1.1.config -rw-r--r-- 1 a.1.2.config -rw-r--r-- 1 a.1.4.config -rw-r--r-- 1 a.1.7.config -rw-r--r-- 1 a.1.9.config -rw-r--r-- 1 a.2.1.config -rw-r--r-- 1 a.2.2.co -rw-r--r-- 1 a.2.4.co submit in src/mpp-mpred-3.2.0 produces here -rw-r--r-- 1 a.2.7.co #!/bin/bash -rw-r--r-- 1 a.2.9.co -rw-r--r-- 1 a.4.1.co for g in .1 .2 .4 .7 .9 do; for h in .1 .2 .4 .7 .9 do -rw-r--r-- 1 a.4.2.co ./mpp-submit -S -i Data/p95test.txt -c p95/mu11/configs -rw-r--r-- 1 a.4.4.co a$g$h.out -t .05 -d ./p95/mu11 -rw-r--r-- 1 a.4.7.co -rw-r--r-- 1 a.4.9.co -rw-r--r-- 1 a.7.1.co .predictions -rw-r--r-- 1 a.7.2.co p95test.txt.rmse 12641: Movie: 12641: -rw-r--r-- 1 a.7.4.co 1.22 0: Ans: 1 Pred: 1.22 Error: -rw-r--r-- 1 a.7.7.co 3.65 0.04840 -rw-r--r-- 1 a.7.9.co 1: Ans: 4 Pred: 3.65 Error: 2.55 -rw-r--r-- 1 a.9.1.co 0.12250 4.04 -rw-r--r-- 1 a.9.2.co 2: Ans: 2 Pred: 2.55 Error: 1.85 -rw-r--r-- 1 a.9.4.co 0.30250 -rw-r--r-- 1 a.9.7.co 3: Ans: 4 Pred: 4.04 Error: -rw-r--r-- 1 a.9.9.co 0.00160 12502: -rw-r--r-- 1 a.1.1.out 4: Ans: 2 Pred: 1.85 Error: 4.71 0.02250 -rw-r--r-- 1 a.1.2.out 3.54 Sum: 0.49750 Total: 5 RMSE: 0.315436 -rw-r--r-- 1 a.1.4.out Running RMSE: 0.315436 / 5 predictions 3.87 -rw-r--r-- 1 a.1.7.out 3.33 12502: -rw-r--r-- 1 a.1.9.out Movie: 2.97 0: Ans: 4 Pred: 4.71 Error: -rw-r--r-- 1 a.2.1.out 0.50410 : -rw-r--r-- 1 a.2.2.out . 1: Ans: 5 Pred: 3.54 Error: -rw-r--r-- 1 a.2.4.out 2.13160 10811: -rw-r--r-- 1 a.2.7.out 2: Ans: 5 Pred: 3.87 Error: 1.2769 4.05 -rw-r--r-- 1 a.2.9.out 3: Ans: 3 Pred: 3.33 Error: 3.49 -rw-r--r-- 1 a.4.1.out 0.10890 3.94 4: Ans: 2 Pred: 2.97 Error: -rw-r--r-- 1 a.4.2.out 3.39 0.94090 -rw-r--r-- 1 a.4.4.out Sum: 4.96240 Total: 5 RMSE: 0.996233 -rw-r--r-- 1 a.4.7.out 12069: -rw-r--r-- 1 a.4.9.out : Running RMSE: .738911 /10 predictions 3.20 -rw-r--r-- 1 a.7.1.out Movie: 10811 3.48 -rw-r--r-- 1 a.7.2.out 0: Ans: 5 Pred: 4.05 Error: -rw-r--r-- 1 a.7.4.out 0.90250 1: Ans: 3 Pred: 3.49 Error: -rw-r--r-- 1 a.7.7.out -rw-r--r-- 1 a.7.9.out 0.24010 is a script, createtablermse: 2: Ans: 4 Pred: 3.94In dotouts Error: -rw-r--r-- 1 a.9.1.out #!/bin/bash 0.00360 -rw-r--r-- 1 a.9.2.out 3: Ans: 3 Pred: 3.39for gError: in .1 .2 .4 .7 .9 do; for h in .1 .2 .4 .7 .9 -rw-r--r-- 1 a.9.4.out 0.15210 grep RMSE:\ a$g$h.out >> rmse -rw-r--r-- 1 a.9.7.out Sum: 1.29830 Total: 4 RMSE: 0.569715 -rw-r--r-- 1 a.9.9.out Running RMSE: 0.964397 / 743 preds I copy to src/mpp-mpred-3.2.0/dotouts. Movie: 12069: do Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: Sum: 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10:15 10:15 10:15 10:15 10:15 10:15 10:15 10:16 10:16 10:16 10:16 10:16 10:16 10:16 10:17 10:17 10:17 10:17 10:17 10:17 10:17 10:18 10:18 10:18 10:18 a.1.1 a.1.2 a.1.4 a.1.7 a.1.9 a.2.1 a.2.2 a.2.4 a.2.7 a.2.9 a.4.1 a.4.2 a.4.4 a.4.7 a.4.9 a.7.1 a.7.2 a.7.4 a.7.7 a.7.9 a.9.1 a.9.2 a.9.4 a.9.7 a.9.9 692.82510 691.59330 691.90610 691.90610 691.90610 691.84690 690.47330 691.90610 691.90610 691.90610 693.27970 691.90610 691.90610 691.90610 691.90610 691.90610 691.90610 691.90610 691.90610 691.90610 691.90610 691.90610 691.90610 691.90610 691.90610 and e.g., a.9.9 contains: -rw-r--r--rw-r--r--rw-r--r--rw-r--r--rw-r--r--rw-r--r--rw-r--r-- 1 a.9.9.config 1 hi-a.9.9.txt hi-a.9.9.txt.answers lo-a.9.9.txt lo-a.9.9.txt.answers p95test.txt.predictions p95test.txt.rmse dotouts is a script, createtablejob:#!/bin/bash for g in .1 .2 .4 .7 .9 do; for h in .1 .2 .4 .7 .9 do grep Input:\ \ \ lo a$g$h.out >> job Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Total: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: Input: 745 745 745 745 745 745 745 745 745 745 745 745 745 745 745 745 745 745 745 745 745 745 745 745 745 lo-a.1.1.txt lo-a.1.2.txt lo-a.1.4.txt lo-a.1.7.txt lo-a.1.9.txt lo-a.2.1.txt lo-a.2.2.txt lo-a.2.4.txt lo-a.2.7.txt lo-a.2.9.txt lo-a.4.1.txt lo-a.4.2.txt lo-a.4.4.txt lo-a.4.7.txt lo-a.4.9.txt lo-a.7.1.txt lo-a.7.2.txt lo-a.7.4.txt lo-a.7.7.txt lo-a.7.9.txt lo-a.9.1.txt lo-a.9.2.txt lo-a.9.4.txt lo-a.9.7.txt lo-a.9.9.txt RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: RMSE: 0.964348 0.963490 0.963708 0.963708 0.963708 0.963667 0.962710 0.963708 0.963708 0.963708 0.964664 0.963708 0.963708 0.963708 0.963708 0.963708 0.963708 0.963708 0.963708 0.963708 0.963708 0.963708 0.963708 0.963708 0.963708
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Identical twins. Twins who share identical genes (identical twins) demonstrate the powerful influence of heredity. Even when they are reared apart, identical twins are strikingly alike in motor skills, physical development, and appearance. At the same time, twins are less alike as adults than they were as children, which shows environmental influences are at work p. 79
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