./train ../../data/yelp_phoenix.votes.gz 1 0 5 model_1_0_5 junk&
./train ../../data/yelp_phoenix.votes.gz 1 0 10 model_1_0_10 junk&
./train ../../data/yelp_phoenix.votes.gz 1 0 20 model_1_0_20 junk&
./train ../../data/yelp_phoenix.votes.gz 1 0 50 model_1_0_50 junk&
./train ../../data/yelp_phoenix.votes.gz 0 1 5 model_0_1_5 junk&
./train ../../data/yelp_phoenix.votes.gz 0 1 10 model_0_1_10 junk&
./train ../../data/yelp_phoenix.votes.gz 0 1 20 model_0_1_20 junk&
./train ../../data/yelp_phoenix.votes.gz 0 1 50 model_0_1_50 junk&

./vw/vw vwdocs/yelp_phoenix.vw --lda 5 --lda_alpha 0.1 --lda_rho 0.1 --minibatch 256 --power_t 0.5 --initial_t 1 -b 16 -p yelpExp/language/models/predictions_yelp_phoenix_5.dat --readable_model yelpExp/language/models/topics_yelp_phoenix_5.dat
./vw/vw vwdocs/yelp_phoenix.vw --lda 10 --lda_alpha 0.1 --lda_rho 0.1 --minibatch 256 --power_t 0.5 --initial_t 1 -b 16 -p yelpExp/language/models/predictions_yelp_phoenix_10.dat --readable_model yelpExp/language/models/topics_yelp_phoenix_10.dat
./vw/vw vwdocs/yelp_phoenix.vw --lda 20 --lda_alpha 0.1 --lda_rho 0.1 --minibatch 256 --power_t 0.5 --initial_t 1 -b 16 -p yelpExp/language/models/predictions_yelp_phoenix_20.dat --readable_model yelpExp/language/models/topics_yelp_phoenix_20.dat
./vw/vw vwdocs/yelp_phoenix.vw --lda 50 --lda_alpha 0.1 --lda_rho 0.1 --minibatch 256 --power_t 0.5 --initial_t 1 -b 16 -p yelpExp/language/models/predictions_yelp_phoenix_50.dat --readable_model yelpExp/language/models/topics_yelp_phoenix_50.dat

./train ../../data/yelp_phoenix.votes.gz 0 1 5 junk similarity5&
./train ../../data/yelp_phoenix.votes.gz 0 1 10 junk similarity10&
./train ../../data/yelp_phoenix.votes.gz 0 1 20 junk similarity20&
./train ../../data/yelp_phoenix.votes.gz 0 1 50 junk similarity50&