ium_434784/preparations.sh
2021-03-29 02:00:54 +02:00

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curl -OL https://git.wmi.amu.edu.pl/s434784/ium_434784/raw/branch/master/who_suicide_statistics.csv
# uciecie nazw kolumn
head -n 1 who_suicide_statistics.csv > names.csv
# Randomizacja zbioru.
shuf who_suicide_statistics.csv > data.shuf
#cp who_suicide_statistics.csv data.shuf
# Podzial na 3 pozbiory
#Ustalenie proporcji 6:2:2
NUMROWS=$(cat data.shuf | wc -l)
TEST=$((NUMROWS / 10 * 2 ))
DEV=$((NUMROWS / 10 * 4 ))
TRAIN=$((NUMROWS - DEV ))
head -n $TEST data.shuf > data.test
head -n $DEV data.shuf | tail -n $TEST > data.dev
head -n $NUMROWS data.shuf | tail -n $TRAIN > data.train
echo "Test rows ${TEST}"
echo "Dev rows ${TEST}"
echo "Train rows ${TRAIN}"
echo "All number of rows ${NUMROWS}"