Graphs on Synthetic Data
description
Transcript of Graphs on Synthetic Data
![Page 1: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/1.jpg)
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Prec
isio
n
FR
Precision vs. FR (Random)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 2: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/2.jpg)
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Prec
isio
n
FR
Precision vs. FR (Uniform)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 3: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/3.jpg)
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60 80 100 120 140 160 180 200
Prec
isio
n
Number of Sources
Precision vs. Number of Sources (Random)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 4: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/4.jpg)
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60 80 100 120 140 160 180 200
Prec
isio
n
Number of Sources
Precision vs. Number of Sources (Uniform)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 5: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/5.jpg)
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500 1000 1500 2000 2500 3000 3500 4000
Prec
isio
n
Number of Tuples
Precision vs. Number of Tuples (Random)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 6: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/6.jpg)
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500 1000 1500 2000 2500 3000 3500 4000
Prec
isio
n
Number of Tuples
Precision vs. Number of Tuples (Uniform)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 7: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/7.jpg)
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Prec
isio
n
Truth Fraction
Precision vs. Truth Fraction (Random)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 8: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/8.jpg)
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Prec
isio
n
Truth Fraction
Precision vs. Truth Fraction (Uniform)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 9: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/9.jpg)
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Rec
all
FR
Recall vs. FR (Random)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 10: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/10.jpg)
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0 0.2 0.4 0.6 0.8 1
Rec
all
FR
Recall vs. FR (Uniform)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 11: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/11.jpg)
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Rec
all
Number of Sources
Recall vs. Number of Sources (Random)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 12: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/12.jpg)
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60 80 100 120 140 160 180 200
Rec
all
Number of Sources
Recall vs. Number of Sources (Uniform)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 13: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/13.jpg)
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Rec
all
Number of Tuples
Recall vs. Number of Tuples (Random)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 14: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/14.jpg)
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500 1000 1500 2000 2500 3000 3500 4000
Rec
all
Number of Tuples
Recall vs. Number of Tuples (Uniform)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
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Rec
all
Truth Fraction
Recall vs. Truth Fraction (Random)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
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Rec
all
Truth Fraction
Recall vs. Truth Fraction (Uniform)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
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F-1
FR
F-1 vs. FR (Random)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
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F-1
FR
F-1 vs. FR (Uniform)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
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F-1
Number of Sources
F-1 vs. Number of Sources (Random)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
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60 80 100 120 140 160 180 200
F-1
Number of Sources
F-1 vs. Number of Sources (Uniform)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 21: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/21.jpg)
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500 1000 1500 2000 2500 3000 3500 4000
F-1
Number of Tuples
F-1 vs. Number of Tuples (Random)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 22: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/22.jpg)
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500 1000 1500 2000 2500 3000 3500 4000
F-1
Number of Tuples
F-1 vs. Number of Tuples (Uniform)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 23: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/23.jpg)
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0 0.2 0.4 0.6 0.8 1
F-1
Truth Fraction
F-1 vs. Truth Fraction (Random)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)
![Page 24: Graphs on Synthetic Data](https://reader033.fdocuments.in/reader033/viewer/2022052413/5597dd071a28abba1e8b46a1/html5/thumbnails/24.jpg)
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0 0.2 0.4 0.6 0.8 1
F-1
Truth Fraction
F-1 vs. Truth Fraction (Uniform)
union-10union-25
majoritycosine
2estimateprecRec (threshold)
precRec (weighted)