Comments (4)
timm
commented on July 19, 2024
dude: why is this not i a repo i can participate in?
any why not column justified
cat data | column -s, -t
JDT
name Pd Pf G
lucene 0.88 0.71 0.39
xerces 0.75 0.57 0.32
log4j 0.83 0.44 0.29
xalan 0.59 0.34 0.22
poi 0.49 0.18 0.13
camel 0.50 0.10 0.09
velocity 0.38 0.11 0.08
ant 0.09 0.02 0.02
ivy 0.09 0.01 0.01
jedit 0.03 0.00 0.00
PDE
name Pd Pf G
velocity 0.93 0.99 0.48
lucene 0.60 0.36 0.23
log4j 0.62 0.29 0.20
xerces 0.30 0.45 0.18
poi 0.32 0.21 0.12
ivy 0.27 0.09 0.07
ant 0.14 0.09 0.06
camel 0.10 0.10 0.05
xalan 0.11 0.08 0.05
jedit 0.00 0.00 0.00
EQ
name Pd Pf G
velocity 0.85 0.64 0.37
log4j 0.85 0.54 0.33
lucene 0.88 0.48 0.31
poi 0.87 0.39 0.27
xerces 0.60 0.43 0.25
xalan 0.80 0.34 0.24
camel 0.39 0.11 0.09
ant 0.09 0.04 0.03
jedit 0.08 0.01 0.00
ivy 0.05 0.00 0.00
LC
name Pd Pf G
lucene 1.00 0.94 0.49
log4j 0.95 0.89 0.46
velocity 0.59 0.53 0.28
xerces 0.55 0.28 0.18
xalan 0.50 0.29 0.18
poi 0.52 0.16 0.12
camel 0.19 0.07 0.05
ivy 0.17 0.03 0.03
ant 0.03 0.00 0.00
jedit 0.00 0.00 0.00
ML
name Pd Pf G
log4j 0.71 0.53 0.30
lucene 0.70 0.44 0.27
velocity 0.69 0.40 0.25
xalan 0.56 0.32 0.20
xerces 0.30 0.35 0.16
ivy 0.13 0.07 0.05
poi 0.13 0.05 0.03
camel 0.04 0.01 0.00
ant 0.03 0.00 0.00
jedit 0.00 0.00 0.00
Apache
name Pd Pf G
JDT 0.70 0.23 0.17
PDE 0.40 0.19 0.13
EQ 0.52 0.15 0.11
LC 0.41 0.16 0.11
ML 0.27 0.09 0.07
Safe
name Pd Pf G
EQ 0.86 0.76 0.41
PDE 0.68 0.41 0.26
LC 0.73 0.29 0.21
JDT 0.68 0.29 0.21
ML 0.55 0.21 0.15
Zxing
name Pd Pf G
EQ 0.69 0.60 0.32
JDT 0.58 0.39 0.23
PDE 0.32 0.35 0.17
LC 0.42 0.22 0.15
ML 0.24 0.11 0.08
Apache
name Pd Pf G
lucene 0.96 0.77 0.43
log4j 0.95 0.75 0.42
poi 0.93 0.65 0.38
xalan 0.78 0.42 0.27
xerces 0.70 0.44 0.27
velocity 0.54 0.43 0.24
camel 0.27 0.08 0.06
ivy 0.10 0.02 0.02
ant 0.05 0.02 0.01
jedit 0.02 0.00 0.00
Safe
name Pd Pf G
log4j 0.91 0.82 0.43
xalan 0.91 0.68 0.39
lucene 0.86 0.56 0.34
velocity 0.59 0.76 0.33
xerces 0.73 0.53 0.31
camel 0.82 0.44 0.29
poi 0.68 0.38 0.24
ant 0.59 0.26 0.18
ivy 0.55 0.12 0.10
jedit 0.27 0.15 0.10
Zxing
name Pd Pf G
velocity 0.86 0.95 0.45
lucene 0.89 0.72 0.40
xerces 0.78 0.70 0.37
poi 0.81 0.65 0.36
xalan 0.79 0.57 0.33
log4j 0.72 0.48 0.29
camel 0.33 0.16 0.11
ivy 0.13 0.10 0.06
jedit 0.14 0.05 0.03
ant 0.10 0.05 0.03
Apache
name Pd Pf G
jm 0.80 0.53 0.32
kc 0.70 0.32 0.22
cm 0.31 0.05 0.04
mc 0.02 0.01 0.01
mw 0.00 0.00 0.00
Safe
name Pd Pf G
jm 0.86 0.41 0.28
kc 0.32 0.56 0.20
cm 0.45 0.18 0.13
mw 0.14 0.00 0.00
mc 0.14 0.00 0.00
Zxing
name Pd Pf G
jm 0.64 0.44 0.26
kc 0.41 0.33 0.18
cm 0.08 0.03 0.02
mc 0.03 0.01 0.01
mw 0.00 0.00 0.00
JDT
name Pd Pf G
jm 0.54 0.26 0.17
kc 0.05 0.02 0.01
cm 0.01 0.01 0.00
mw 0.00 0.00 0.00
mc 0.00 0.00 0.00
PDE
name Pd Pf G
jm 0.45 0.16 0.12
kc 0.07 0.05 0.03
cm 0.05 0.02 0.01
mw 0.00 0.00 0.00
mc 0.00 0.00 0.00
EQ
name Pd Pf G
jm 0.67 0.28 0.20
cm 0.13 0.03 0.02
kc 0.10 0.01 0.00
mw 0.00 0.00 0.00
mc 0.05 0.00 0.00
LC
name Pd Pf G
kc 0.80 0.98 0.44
jm 0.69 0.45 0.27
cm 0.16 0.03 0.03
mw 0.02 0.00 0.00
mc 0.02 0.00 0.00
ML
name Pd Pf G
jm 0.26 0.18 0.11
kc 0.26 0.08 0.06
cm 0.04 0.04 0.02
mw 0.00 0.00 0.00
mc 0.00 0.00 0.00
JDT
name Pd Pf G
Apache 0.23 0.05 0.04
Safe 0.23 0.05 0.04
Zxing 0.07 0.06 0.03
PDE
name Pd Pf G
Apache 0.06 0.07 0.03
Safe 0.05 0.06 0.03
Zxing 0.00 0.00 0.00
EQ
name Pd Pf G
Safe 0.48 0.24 0.16
Apache 0.35 0.17 0.11
Zxing 0.04 0.01 0.01
LC
name Pd Pf G
Zxing 0.22 0.10 0.07
Apache 0.05 0.09 0.03
Safe 0.19 0.02 0.02
ML
name Pd Pf G
Apache 0.13 0.19 0.08
Safe 0.23 0.09 0.06
Zxing 0.07 0.07 0.03
ant
name Pd Pf G
JDT 0.81 0.49 0.31
EQ 0.54 0.24 0.17
LC 0.26 0.07 0.05
PDE 0.08 0.05 0.03
ML 0.14 0.03 0.02
xerces
name Pd Pf G
EQ 0.37 0.21 0.14
PDE 0.22 0.21 0.11
JDT 0.19 0.19 0.10
LC 0.22 0.10 0.07
ML 0.03 0.01 0.00
xalan
name Pd Pf G
PDE 0.34 0.26 0.15
EQ 0.32 0.26 0.14
JDT 0.11 0.07 0.04
LC 0.12 0.05 0.04
ML 0.04 0.02 0.01
camel
name Pd Pf G
PDE 0.27 0.20 0.12
LC 0.28 0.13 0.09
EQ 0.18 0.15 0.08
ML 0.10 0.06 0.04
JDT 0.09 0.03 0.02
log4j
name Pd Pf G
JDT 0.75 0.66 0.35
PDE 0.54 0.69 0.30
EQ 0.57 0.48 0.26
ML 0.48 0.33 0.20
LC 0.25 0.03 0.02
lucene
name Pd Pf G
PDE 0.52 0.51 0.26
EQ 0.36 0.16 0.11
LC 0.23 0.10 0.07
JDT 0.09 0.03 0.02
ML 0.05 0.00 0.00
jedit
name Pd Pf G
PDE 0.60 0.44 0.25
EQ 0.59 0.34 0.22
LC 0.20 0.06 0.05
JDT 0.20 0.06 0.04
ML 0.01 0.01 0.01
poi
name Pd Pf G
EQ 0.91 0.76 0.42
PDE 0.17 0.18 0.09
JDT 0.09 0.03 0.02
LC 0.03 0.00 0.00
ML 0.01 0.00 0.00
velocity
name Pd Pf G
LC 0.28 0.15 0.10
JDT 0.23 0.15 0.09
EQ 0.19 0.10 0.06
PDE 0.12 0.07 0.05
ML 0.07 0.03 0.02
ivy
name Pd Pf G
ML 0.40 0.25 0.16
PDE 0.28 0.20 0.12
JDT 0.40 0.16 0.11
EQ 0.39 0.14 0.11
LC 0.22 0.05 0.04
ant
name Pd Pf G
kc 0.10 0.05 0.03
jm 0.02 0.00 0.00
cm 0.01 0.00 0.00
mw 0.00 0.00 0.00
mc 0.00 0.00 0.00
xerces
name Pd Pf G
jm 0.39 0.29 0.17
kc 0.30 0.18 0.11
cm 0.05 0.01 0.00
mw 0.01 0.01 0.00
mc 0.01 0.00 0.00
xalan
name Pd Pf G
jm 0.55 0.34 0.21
kc 0.07 0.03 0.02
cm 0.02 0.01 0.01
mc 0.01 0.01 0.00
mw 0.00 0.00 0.00
camel
name Pd Pf G
kc 0.56 0.46 0.25
jm 0.40 0.30 0.17
cm 0.00 0.00 0.00
mw 0.00 0.00 0.00
mc 0.00 0.00 0.00
log4j
name Pd Pf G
jm 0.78 0.69 0.37
kc 0.35 0.31 0.17
cm 0.31 0.22 0.13
mw 0.00 0.00 0.00
mc 0.00 0.00 0.00
lucene
name Pd Pf G
jm 0.77 0.70 0.37
kc 0.04 0.01 0.01
cm 0.02 0.00 0.00
mw 0.00 0.00 0.00
mc 0.00 0.00 0.00
jedit
name Pd Pf G
jm 0.38 0.37 0.19
kc 0.05 0.01 0.01
mc 0.04 0.00 0.00
cm 0.00 0.00 0.00
mw 0.00 0.00 0.00
poi
name Pd Pf G
kc 0.76 0.53 0.31
jm 0.51 0.27 0.18
mw 0.00 0.00 0.00
cm 0.00 0.00 0.00
mc 0.00 0.00 0.00
velocity
name Pd Pf G
kc 0.34 0.31 0.16
jm 0.10 0.09 0.05
cm 0.05 0.06 0.03
mw 0.01 0.00 0.00
mc 0.00 0.00 0.00
ivy
name Pd Pf G
jm 0.22 0.07 0.05
cm 0.02 0.00 0.00
kc 0.00 0.00 0.00
mw 0.00 0.00 0.00
mc 0.01 0.00 0.00
ant
name Pd Pf G
Safe 0.21 0.21 0.11
Zxing 0.03 0.11 0.02
Apache 0.01 0.01 0.00
xerces
name Pd Pf G
Zxing 0.41 0.54 0.23
Apache 0.24 0.16 0.10
Safe 0.17 0.11 0.07
xalan
name Pd Pf G
Safe 0.14 0.15 0.07
Zxing 0.15 0.12 0.07
Apache 0.05 0.03 0.02
camel
name Pd Pf G
Zxing 0.28 0.25 0.13
Safe 0.25 0.22 0.12
Apache 0.29 0.17 0.11
log4j
name Pd Pf G
Zxing 0.14 0.10 0.06
Apache 0.27 0.03 0.03
Safe 0.01 0.00 0.00
lucene
name Pd Pf G
Zxing 0.32 0.21 0.13
Safe 0.32 0.20 0.12
Apache 0.30 0.14 0.10
jedit
name Pd Pf G
Zxing 0.19 0.18 0.09
Apache 0.04 0.04 0.02
Safe 0.06 0.01 0.01
poi
name Pd Pf G
Apache 0.03 0.02 0.01
Safe 0.02 0.02 0.01
Zxing 0.00 0.02 0.00
velocity
name Pd Pf G
Zxing 0.25 0.29 0.13
Safe 0.17 0.13 0.07
Apache 0.06 0.06 0.03
ivy
name Pd Pf G
Zxing 0.05 0.11 0.04
Apache 0.06 0.02 0.01
Safe 0.06 0.01 0.01
kc
name Pd Pf G
PDE 0.67 0.53 0.29
JDT 0.56 0.38 0.23
EQ 0.53 0.34 0.21
LC 0.56 0.32 0.21
ML 0.25 0.30 0.14
jm
name Pd Pf G
EQ 0.16 0.06 0.05
PDE 0.08 0.06 0.04
ML 0.02 0.00 0.00
LC 0.02 0.00 0.00
JDT 0.02 0.00 0.00
mw
name Pd Pf G
EQ 0.89 0.78 0.41
PDE 0.85 0.75 0.40
JDT 0.74 0.50 0.30
LC 0.74 0.43 0.27
ML 0.44 0.21 0.14
cm
name Pd Pf G
JDT 0.52 0.35 0.21
EQ 0.62 0.30 0.20
LC 0.48 0.22 0.15
PDE 0.33 0.21 0.13
ML 0.24 0.08 0.06
mc
name Pd Pf G
JDT 0.93 0.84 0.44
LC 0.89 0.68 0.39
ML 0.70 0.32 0.22
EQ 0.63 0.32 0.21
PDE 0.33 0.24 0.14
kc
name Pd Pf G
log4j 0.78 0.88 0.41
lucene 0.86 0.61 0.36
poi 0.78 0.64 0.35
camel 0.78 0.59 0.33
xalan 0.72 0.61 0.33
xerces 0.58 0.54 0.28
velocity 0.39 0.44 0.21
ant 0.22 0.07 0.06
ivy 0.14 0.04 0.03
jedit 0.08 0.03 0.02
jm
name Pd Pf G
velocity 0.91 0.85 0.44
xerces 0.50 0.61 0.28
log4j 0.66 0.45 0.27
xalan 0.42 0.41 0.21
lucene 0.24 0.10 0.07
camel 0.13 0.03 0.02
poi 0.08 0.02 0.02
ivy 0.03 0.01 0.01
ant 0.01 0.00 0.00
jedit 0.00 0.00 0.00
mw
name Pd Pf G
xalan 1.00 0.98 0.49
poi 0.96 0.87 0.46
log4j 1.00 0.84 0.46
velocity 1.00 0.83 0.45
lucene 0.85 0.68 0.38
camel 0.81 0.59 0.34
ant 0.59 0.64 0.31
xerces 0.78 0.47 0.29
ivy 0.67 0.35 0.23
jedit 0.63 0.28 0.19
cm
name Pd Pf G
xalan 0.98 0.91 0.47
velocity 0.93 0.89 0.45
poi 0.98 0.84 0.45
lucene 0.95 0.78 0.43
log4j 0.90 0.69 0.39
xerces 0.60 0.71 0.32
camel 0.50 0.29 0.18
ivy 0.45 0.21 0.14
ant 0.24 0.10 0.07
jedit 0.14 0.08 0.05
mc
name Pd Pf G
log4j 1.00 0.99 0.50
lucene 1.00 0.96 0.49
poi 1.00 0.92 0.48
xalan 0.96 0.81 0.44
xerces 0.93 0.79 0.43
velocity 0.63 0.60 0.31
camel 0.56 0.38 0.23
jedit 0.56 0.33 0.21
ivy 0.56 0.31 0.20
ant 0.48 0.12 0.09
kc
name Pd Pf G
Apache 0.72 0.57 0.32
Zxing 0.22 0.37 0.14
Safe 0.17 0.06 0.05
jm
name Pd Pf G
Apache 0.06 0.03 0.02
Zxing 0.06 0.02 0.01
Safe 0.02 0.01 0.01
mw
name Pd Pf G
Safe 0.59 0.36 0.22
Zxing 0.33 0.32 0.16
Apache 0.22 0.04 0.04
cm
name Pd Pf G
Apache 0.52 0.36 0.21
Safe 0.17 0.09 0.06
Zxing 0.00 0.00 0.00
mc
name Pd Pf G
Safe 0.67 0.30 0.21
Apache 0.41 0.18 0.13
Zxing 0.15 0.12 0.07
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timm
commented on July 19, 2024
btw... does this mean the bellwether paper is crap? what are the pd,pf reports there?
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rahlk
commented on July 19, 2024
- I think this has to do with SMOTE in HDP (Adding/removing columns randomly impacts the datasets). Running experiments to confirm/reject this hypothesis.
- As for Bellwether = BS — I don't think so. I'm reruning those experiments for pd, pfs to verify. I'll post updates here.
Also, I have added you as a collaborator.
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timm
commented on July 19, 2024
cool
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Related Issues (11)
- Raw Results
- recall vs loc curves... should not they always be increasing or flat? HOT 2
- Why this program both has Python2 and Python3 statements?
- There seems no holdout project selected in detect predition module?
- Inconsistent Columns NASA dataset
- Framework
- PD and PF (without SMOTE)
- PD and PF (with only downsampling)
- TCA+ vs Bellwether HOT 4
- TCA+ vs. SEER
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