Compare performance of precRec on prob. data with p1=0.4, p2=0.6 and deterministic data with thresholds = {0.1, 0.3. 0.5. 0.7, 0.9}. These graphs are updated after corrections to source precision & recall on deterministic data.

1. Precision vs. FR
1
0.8
0.6
Precision
0.4
0.2
0
0 0.2 0.4 0.6 0.8 1
FR
threshold=0.1 threshold=0.5 threshold=0.9 prob. (threshold)
threshold=0.3 threshold=0.7 prob. (weighted)

2. Precision vs. Number of Sources
1
0.8
0.6
Precision
0.4
0.2
0
60 80 100 120 140 160 180 200
Number of Sources
threshold=0.1 threshold=0.5 threshold=0.9 prob. (threshold)
threshold=0.3 threshold=0.7 prob. (weighted)

3. Precision vs. Number of Tuples
1
0.8
0.6
Precision
0.4
0.2
0
500 1000 1500 2000 2500 3000 3500 4000
Number of Tuples
threshold=0.1 threshold=0.5 threshold=0.9 prob. (threshold)
threshold=0.3 threshold=0.7 prob. (weighted)

4. Precision vs. Truth Fraction
1
0.8
0.6
Precision
0.4
0.2
0
0 0.2 0.4 0.6 0.8 1
Truth Fraction (TF)
threshold=0.1 threshold=0.5 threshold=0.9 prob. (threshold)
threshold=0.3 threshold=0.7 prob. (weighted)

5. Recall vs. FR
1
0.8
0.6
Recall
0.4
0.2
0
0 0.2 0.4 0.6 0.8 1
FR
threshold=0.1 threshold=0.5 threshold=0.9 prob. (threshold)
threshold=0.3 threshold=0.7 prob. (weighted)

6. Recall vs. Number of Sources
1
0.8
0.6
Recall
0.4
0.2
0
60 80 100 120 140 160 180 200
Number of Sources
threshold=0.1 threshold=0.5 threshold=0.9 prob. (threshold)
threshold=0.3 threshold=0.7 prob. (weighted)

7. Recall vs. Number of Tuples
1
0.8
0.6
Recall
0.4
0.2
0
500 1000 1500 2000 2500 3000 3500 4000
Number of Tuples
threshold=0.1 threshold=0.5 threshold=0.9 prob. (threshold)
threshold=0.3 threshold=0.7 prob. (weighted)

8. Recall vs. Truth Fraction
1
0.8
0.6
Recall
0.4
0.2
0
0 0.2 0.4 0.6 0.8 1
Truth Fraction (TF)
threshold=0.1 threshold=0.5 threshold=0.9 prob. (threshold)
threshold=0.3 threshold=0.7 prob. (weighted)

9. F-1 vs. FR
1
0.8
0.6
F-1
0.4
0.2
0
0 0.2 0.4 0.6 0.8 1
FR
threshold=0.1 threshold=0.5 threshold=0.9 prob. (threshold)
threshold=0.3 threshold=0.7 prob. (weighted)

10. F-1 vs. Number of Sources
1
0.8
0.6
F-1
0.4
0.2
0
60 80 100 120 140 160 180 200
Number of Sources
threshold=0.1 threshold=0.5 threshold=0.9 prob. (threshold)
threshold=0.3 threshold=0.7 prob. (weighted)

11. F-1 vs. Number of Tuples
1
0.8
0.6
F-1
0.4
0.2
0
500 1000 1500 2000 2500 3000 3500 4000
Number of Tuples
threshold=0.1 threshold=0.5 threshold=0.9 prob. (threshold)
threshold=0.3 threshold=0.7 prob. (weighted)

12. F-1 vs. Truth Fraction
1
0.8
0.6
F-1
0.4
0.2
0
0 0.2 0.4 0.6 0.8 1
Truth Fraction (TF)
threshold=0.1 threshold=0.5 threshold=0.9 prob. (threshold)
threshold=0.3 threshold=0.7 prob. (weighted)