def execute_bigrams ():
# Generate the baseline results for bigrams
generate_baseline_results.execute(ds.output_bigrams, "bigrams")
# Generate the inital experiment results for bigrams
generate_initial_experimental_results.execute(ds.output_bigrams, "bigrams")
# Create the next experiments for bigrams
create_next_experiments.run(ds.output_bigrams, "bigrams")
# Generate the created experiment results for bigrams
generate_further_experimental_results.execute(ds.output_bigrams, "bigrams")
# Sort and store best results in separate file
results_sorting.import_results(ds.output_bigrams)
results_sorting.import_best_results_and_sort(ds.output_bigrams)
def execute_not_negated_dataset ():
# Generate the baseline results for unigrams, bigrams & trigrams
generate_baseline_results.negation_not_handled(ds.not_negate_output_unigrams_bigrams_trigrams, "unigrams_bigrams_trigrams")
# Generate the inital experiment results for unigrams, bigrams & trigrams
generate_initial_experimental_results.negation_not_handled(ds.not_negate_output_unigrams_bigrams_trigrams, "unigrams_bigrams_trigrams")
# Create the next experiments for unigrams, bigrams & trigrams
create_next_experiments.run(ds.not_negate_output_unigrams_bigrams_trigrams, "negation_not_handled", "unigrams_bigrams_trigrams")
# Generate the created experiment results for unigrams, bigrams & trigrams
generate_further_experimental_results.process_negation_not_handled_experiments(ds.not_negate_output_unigrams_bigrams_trigrams, "unigrams_bigrams_trigrams")
# Sort and store best results in separate file
results_sorting.import_results(ds.not_negate_output_unigrams_bigrams_trigrams)
results_sorting.import_best_results_and_sort(ds.not_negate_output_unigrams_bigrams_trigrams)