run_clustering.sh

#!/bin/sh
# Replace 'X' below with the optimal values found
# If you want to first generate data and updated datasets, remove the "--skiprerun" flags below
python run_experiment.py --ica --dataset1 --dim 7 --skiprerun --verbose --threads -1 > ica-dataset1-clustering.log 2>&1
python run_experiment.py --ica --dataset2 --dim 4  --skiprerun --verbose --threads -1 > ica-dataset2-clustering.log 2>&1
python run_experiment.py --pca --dataset1 --dim 3 --skiprerun --verbose --threads -1 > pca-dataset1-clustering.log 2>&1
python run_experiment.py --pca --dataset2 --dim 2 --skiprerun --verbose --threads -1 > pca-dataset1-clustering.log 2>&1
python run_experiment.py --rp  --dataset1 --dim 7 --skiprerun --verbose --threads -1 > rp-dataset1-clustering.log  2>&1
python run_experiment.py --rp  --dataset2 --dim 7 --skiprerun --verbose --threads -1 > rp-dataset2-clustering.log  2>&1
python run_experiment.py --rf  --dataset1 --dim 2 --skiprerun --verbose --threads -1 > rf-dataset1-clustering.log  2>&1
python run_experiment.py --rf  --dataset2 --dim 1 --skiprerun --verbose --threads -1 > rf-dataset2-clustering.log  2>&1
python run_experiment.py --svd --dataset1 --dim X --skiprerun --verbose --threads -1 > svd-dataset1-clustering.log 2>&1
python run_experiment.py --svd --dataset2 --dim X --skiprerun --verbose --threads -1 > svd-dataset2-clustering.log 2>&1


python run_experiment.py --seed=10 --verbose --rp --dataset1 --dim 7 --skiprerun --verbose --threads 28