powerpoint presentationhspark/csci5561_f2019/lec22_bag… · 3.1 artificial intelligence 3.2...
TRANSCRIPT
![Page 1: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/1.jpg)
![Page 2: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/2.jpg)
•
•
•
•
![Page 3: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/3.jpg)
![Page 4: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/4.jpg)
![Page 5: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/5.jpg)
![Page 6: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/6.jpg)
![Page 7: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/7.jpg)
![Page 8: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/8.jpg)
![Page 9: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/9.jpg)
![Page 10: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/10.jpg)
![Page 11: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/11.jpg)
![Page 12: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/12.jpg)
![Page 13: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/13.jpg)
d
![Page 14: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/14.jpg)
d
![Page 15: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/15.jpg)
d
![Page 16: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/16.jpg)
128
![Page 17: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/17.jpg)
128
ix
![Page 18: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/18.jpg)
128
ix
1 nX x x
![Page 19: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/19.jpg)
1 nX x x
128
![Page 20: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/20.jpg)
1 nX x x
128
![Page 21: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/21.jpg)
1 nX x x
128
iy
1 kY y y
![Page 22: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/22.jpg)
![Page 23: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/23.jpg)
![Page 24: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/24.jpg)
![Page 25: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/25.jpg)
![Page 26: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/26.jpg)
k
iz k
![Page 27: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/27.jpg)
k
iz k
![Page 28: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/28.jpg)
k
iz k
![Page 29: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/29.jpg)
0z w b
0z w b
![Page 30: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/30.jpg)
![Page 31: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/31.jpg)
![Page 32: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/32.jpg)
![Page 33: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/33.jpg)
![Page 34: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/34.jpg)
![Page 35: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/35.jpg)
![Page 36: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/36.jpg)
![Page 37: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/37.jpg)
![Page 38: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/38.jpg)
![Page 39: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/39.jpg)
![Page 40: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/40.jpg)
![Page 41: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/41.jpg)
![Page 42: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/42.jpg)
XH
YH
0 0 0 0
1
D
X Y X Y
d
H H H d H d
![Page 43: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/43.jpg)
0 0 0 0
1
D
X Y X Y
d
H H H d H d
YH
XH
![Page 44: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/44.jpg)
0 0 0 0
1
D
X Y X Y
d
H H H d H d
YH
XH
![Page 45: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/45.jpg)
1 1 1 1
1
D
X Y X Y
d
H H H d H d
YH
XH
![Page 46: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/46.jpg)
1 1 1 1
1
D
X Y X Y
d
H H H d H d
YH
XH
![Page 47: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/47.jpg)
1 1 2X Y
YH
XH
![Page 48: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/48.jpg)
1
1
0
1
2
LL L l l
L ll
X Y
YH
XH
![Page 49: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/49.jpg)
1H
2H
![Page 50: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/50.jpg)
![Page 51: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/51.jpg)
![Page 52: PowerPoint Presentationhspark/csci5561_F2019/Lec22_Bag… · 3.1 Artificial Intelligence 3.2 Information Engineering . Appearance codebook . Appearance codebook . 80 8 70 b 60 50](https://reader036.vdocument.in/reader036/viewer/2022063001/5f19968cf5ddb547764ec330/html5/thumbnails/52.jpg)