precRec with P1=0.4, P2=0.6
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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.
Transcript of precRec with P1=0.4, P2=0.6
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1
Prec
isio
n
FR
Precision vs. FR
threshold=0.1threshold=0.3
threshold=0.5threshold=0.7
threshold=0.9prob. (weighted)
prob. (threshold)
0
0.2
0.4
0.6
0.8
1
60 80 100 120 140 160 180 200
Prec
isio
n
Number of Sources
Precision vs. Number of Sources
threshold=0.1threshold=0.3
threshold=0.5threshold=0.7
threshold=0.9prob. (weighted)
prob. (threshold)
0
0.2
0.4
0.6
0.8
1
500 1000 1500 2000 2500 3000 3500 4000
Prec
isio
n
Number of Tuples
Precision vs. Number of Tuples
threshold=0.1threshold=0.3
threshold=0.5threshold=0.7
threshold=0.9prob. (weighted)
prob. (threshold)
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1
Prec
isio
n
Truth Fraction (TF)
Precision vs. Truth Fraction
threshold=0.1threshold=0.3
threshold=0.5threshold=0.7
threshold=0.9prob. (weighted)
prob. (threshold)
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0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1
Rec
all
FR
Recall vs. FR
threshold=0.1threshold=0.3
threshold=0.5threshold=0.7
threshold=0.9prob. (weighted)
prob. (threshold)
0
0.2
0.4
0.6
0.8
1
60 80 100 120 140 160 180 200
Rec
all
Number of Sources
Recall vs. Number of Sources
threshold=0.1threshold=0.3
threshold=0.5threshold=0.7
threshold=0.9prob. (weighted)
prob. (threshold)
0
0.2
0.4
0.6
0.8
1
500 1000 1500 2000 2500 3000 3500 4000
Rec
all
Number of Tuples
Recall vs. Number of Tuples
threshold=0.1threshold=0.3
threshold=0.5threshold=0.7
threshold=0.9prob. (weighted)
prob. (threshold)
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1
Rec
all
Truth Fraction (TF)
Recall vs. Truth Fraction
threshold=0.1threshold=0.3
threshold=0.5threshold=0.7
threshold=0.9prob. (weighted)
prob. (threshold)
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1
F-1
FR
F-1 vs. FR
threshold=0.1threshold=0.3
threshold=0.5threshold=0.7
threshold=0.9prob. (weighted)
prob. (threshold)
0
0.2
0.4
0.6
0.8
1
60 80 100 120 140 160 180 200
F-1
Number of Sources
F-1 vs. Number of Sources
threshold=0.1threshold=0.3
threshold=0.5threshold=0.7
threshold=0.9prob. (weighted)
prob. (threshold)
0
0.2
0.4
0.6
0.8
1
500 1000 1500 2000 2500 3000 3500 4000
F-1
Number of Tuples
F-1 vs. Number of Tuples
threshold=0.1threshold=0.3
threshold=0.5threshold=0.7
threshold=0.9prob. (weighted)
prob. (threshold)
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1
F-1
Truth Fraction (TF)
F-1 vs. Truth Fraction
threshold=0.1threshold=0.3
threshold=0.5threshold=0.7
threshold=0.9prob. (weighted)
prob. (threshold)
