-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathprepareConvergeGraphs.sh
executable file
·62 lines (46 loc) · 2.71 KB
/
prepareConvergeGraphs.sh
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
if [ $# -lt 2 ]; then
echo "EXAMPLE: ./prepareConvergenceGraphs.sh [algorithm] [dataset] [coding] [type]"
exit 1
fi
alg=$1
dataset=$2
coding=$3
cls="knn"
type=$4
path="drawData"
if [ -f avgFit.dat ]; then
rm avgFit.dat
fi
if [ -f avgFeats.dat ]; then
rm avgFeats.dat
fi
touch avgFit.dat avgFeats.dat
if [ $dataset == "all" ]; then
for dat in "adult" "breast-cancer" "credit-approval" "gas" "german" "ionosphere" "libras" "sonar" "lymph" "mushroom" "optic" "semeion" "spect" "splice" "vehicle"; do
for run in `seq 1 30`; do
cat "converge/$dat-$alg-$coding-42-30-$cls-$type-$run.conv" | awk '{print $2}' | tail -n +2 > tmp1.dat
cat "converge/$dat-$alg-$coding-42-30-$cls-$type-$run.conv" | awk '{print $3}' | tail -n +2 > tmp2.dat
paste avgFit.dat tmp1.dat > tmp.dat && mv tmp.dat avgFit.dat
paste avgFeats.dat tmp2.dat > tmp.dat && mv tmp.dat avgFeats.dat
done
done
cat avgFit.dat | sed 's/\t/,/g' | sed 's/^,//g' > tmp.dat && mv tmp.dat avgFit.dat
cat avgFeats.dat | sed 's/\t/,/g' | sed 's/^,//g' > tmp.dat && mv tmp.dat avgFeats.dat
mv avgFit.dat "$path/converge-obj-$alg-$coding-all-$cls-$type.dat"
mv avgFeats.dat "$path/converge-feats-$alg-$coding-all-$cls-$type.dat"
python prepareConvergeGraphs.py "$path/converge-obj-$alg-$coding-all-$cls-$type.dat" > "$path/converge-obj-$alg-$coding-all-$cls-$type-processed.dat"
python prepareConvergeGraphs.py "$path/converge-feats-$alg-$coding-all-$cls-$type.dat" > "$path/converge-feats-$alg-$coding-all-$cls-$type-processed.dat"
else
for run in `seq 1 30`; do
cat "converge/$dataset-$alg-$coding-42-30-$cls-$type-$run.conv" | awk '{print $2}' | tail -n +2 > tmp1.dat
cat "converge/$dataset-$alg-$coding-42-30-$cls-$type-$run.conv" | awk '{print $3}' | tail -n +2 > tmp2.dat
paste avgFit.dat tmp1.dat > tmp.dat && mv tmp.dat avgFit.dat
paste avgFeats.dat tmp2.dat > tmp.dat && mv tmp.dat avgFeats.dat
done
cat avgFit.dat | sed 's/\t/,/g' | sed 's/^,//g' > tmp.dat && mv tmp.dat avgFit.dat
cat avgFeats.dat | sed 's/\t/,/g' | sed 's/^,//g' > tmp.dat && mv tmp.dat avgFeats.dat
mv avgFit.dat "$path/converge-obj-$alg-$coding-$dataset-$cls-$type.dat"
mv avgFeats.dat "$path/converge-feats-$alg-$coding-$dataset-$cls-$type.dat"
python prepareConvergeGraphs.py "$path/converge-obj-$alg-$coding-$dataset-$cls-$type.dat" > "$path/converge-obj-$alg-$coding-$dataset-$cls-$type-processed.dat"
python prepareConvergeGraphs.py "$path/converge-feats-$alg-$coding-$dataset-$cls-$type.dat" > "$path/converge-feats-$alg-$coding-$dataset-$cls-$type-processed.dat"
fi