From 57adcb1f8704cf05b99c1a93e9e11579a0a98bd0 Mon Sep 17 00:00:00 2001 From: Tereso del Rio Date: Wed, 21 Jun 2023 16:58:27 +0100 Subject: [PATCH] Now the times in the dataset are returned correctly --- create_clean_dataset.py | 21 ++++---- datasets/dataset_instances.csv | 4 +- datasets/test/augmented_test_dataset.txt | Bin 1820059 -> 2285181 bytes datasets/test/balanced_test_dataset.txt | Bin 303608 -> 381130 bytes datasets/train/augmented_train_dataset.txt | Bin 7261521 -> 9119723 bytes datasets/train/balanced_train_dataset.txt | Bin 1210521 -> 1520223 bytes main.py | 46 ++++++++-------- .../dataset_manipulation.py | 14 ++--- .../exploit_symmetries.py | 49 +++++++++++++++--- test_train_datasets.py | 4 ++ 10 files changed, 93 insertions(+), 45 deletions(-) diff --git a/create_clean_dataset.py b/create_clean_dataset.py index bacf348..2851bda 100644 --- a/create_clean_dataset.py +++ b/create_clean_dataset.py @@ -2,7 +2,6 @@ the sets of polynomials and its timings for each order, creates a dataset containing a set of unique features and its class""" -import os import pickle import numpy as np from replicating_Dorians_features import extract_features @@ -12,6 +11,7 @@ else: from packages.dataset_manipulation import remove_notunique_features from from_poly_set_to_features import poly_set_feature_extractor +from find_filename import find_dataset_filename def create_dataframe(dataset): @@ -22,9 +22,10 @@ def create_dataframe(dataset): for index, all_projections in enumerate(dataset[0]): original_polynomials = all_projections[0][0] all_original_polynomials.append(original_polynomials) - names, all_features = poly_set_feature_extractor(all_original_polynomials, - determine_standarization=True, - determine_unique_features=True) + names, all_features =\ + poly_set_feature_extractor(all_original_polynomials, + determine_standarization=True, + determine_unique_features=True) return np.array(all_original_polynomials), np.array(names),\ np.array(all_features), np.array(all_targets), np.array(all_timings) @@ -34,14 +35,17 @@ def create_dataframe(dataset): # 'dataset_without_repetition_return_ncells.txt') # with open(dataset_filename, 'rb') as f: # dataset = pickle.load(f) -# original_polys_list, names, features_list, targets_list, timings_list = create_dataframe(dataset) +# original_polys_list, names, features_list, targets_list, timings_list =\ +# create_dataframe(dataset) -def cleaning_dataset(dataset_filename, clean_dataset_filename): +def cleaning_dataset(): + dataset_filename = find_dataset_filename('unclean') + clean_dataset_filename = find_dataset_filename('clean') with open(dataset_filename, 'rb') as f: dataset = pickle.load(f) - original_polys_list, names, features_list, targets_list, timings_list = extract_features(dataset) - + original_polys_list, names, features_list, targets_list, timings_list =\ + extract_features(dataset) # working with raw features features = np.array(features_list) unique_names, unique_features = remove_notunique_features(names, features) @@ -54,7 +58,6 @@ def cleaning_dataset(dataset_filename, clean_dataset_filename): unique_features, targets, timings), clean_dataset_file) - # dataset_filename = os.path.join(os.path.dirname(__file__), # 'DatasetsBeforeProcessing', # 'dataset_without_repetition_return_ncells.txt') diff --git a/datasets/dataset_instances.csv b/datasets/dataset_instances.csv index ea0d247..4a221f9 100644 --- a/datasets/dataset_instances.csv +++ b/datasets/dataset_instances.csv @@ -1,7 +1,7 @@ dataset,zero,one,two,three,four,five,total train normal dataset,326,74,105,41,163,106,815 -train balanced dataset,118,136,125,149,134,153,815 +train balanced dataset,146,120,132,150,125,142,815 train augmented dataset,815,815,815,815,815,815,4890 test normal dataset,80,19,30,10,39,26,204 -test balanced dataset,39,32,36,29,31,37,204 +test balanced dataset,35,42,33,39,28,27,204 test augmented dataset,204,204,204,204,204,204,1224 diff --git 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