import os feature_sets = [os.path.join("data", "sleep_apnea", "1000_labeled_only", s) for s in ["sleep_titles", "sleep_abstracts", "sleep_keywords"]] import curious_snake # todo: make learner setup function parameteric so you can pass it in here curious_snake.run_experiments_hold_out(feature_sets, os.path.join("output", "SA_cofl"), num_runs=10, upto=1000, hold_out_p=.1)
################################################# # # run hold out experiments on micro # # sample usage (from ipython console) # >> %run micro_pal_holdout.py # ################################################## import os feature_sets = [ os.path.join("data", "micro_nutrients", s) for s in ["micro_t_and_a"] ] import curious_snake # todo: make learner setup function parameteric so you can pass it in here curious_snake.run_experiments_hold_out( feature_sets, os.path.join("output", "micro_combined_ODDS_RATIO_COTESTING"), num_runs=10, upto=1000, hold_out_p=.25)
import os feature_sets = [ os.path.join("data", "sleep_apnea", "1000_labeled_only", s) for s in ["sleep_titles", "sleep_abstracts", "sleep_keywords"] ] import curious_snake # todo: make learner setup function parameteric so you can pass it in here curious_snake.run_experiments_hold_out(feature_sets, os.path.join("output", "SA_cofl"), num_runs=10, upto=1000, hold_out_p=.1)
################################################# # # run hold out experiments on proton beam # ################################################## import os # was ".., old, s" feature_sets = [ os.path.join("data", "proton_beam", s) for s in ["proton_combined"] ] # ["proton_titles", "proton_abstracts", "proton_keywords"]] import curious_snake # todo: make learner setup function parameteric so you can pass it in here curious_snake.run_experiments_hold_out( feature_sets, os.path.join("output", "proton_cofl_ODDS_RATIO_uncertainty"), num_runs=10, upto=1000, hold_out_p=0.25 )
################################################# # # run hold out experiments on micro # # sample usage (from ipython console) # >> %run micro_pal_holdout.py # ################################################## import os feature_sets = [os.path.join("data", "micro_nutrients",s) for s in ["micro_t_and_a"]] import curious_snake # todo: make learner setup function parameteric so you can pass it in here curious_snake.run_experiments_hold_out(feature_sets, os.path.join("output", "micro_combined_ODDS_RATIO_COTESTING"), num_runs=10, upto=1000, hold_out_p=.25)
################################################# # # run hold out experiments on proton beam # ################################################## import os # was ".., old, s" feature_sets = [ os.path.join("data", "proton_beam", s) for s in ["proton_combined"] ] #["proton_titles", "proton_abstracts", "proton_keywords"]] import curious_snake # todo: make learner setup function parameteric so you can pass it in here curious_snake.run_experiments_hold_out( feature_sets, os.path.join("output", "proton_cofl_ODDS_RATIO_uncertainty"), num_runs=10, upto=1000, hold_out_p=.25)