From da9e036cf245276e63b79e259aaba712e4554c3a Mon Sep 17 00:00:00 2001 From: Krzysztof Rudnicki Date: Tue, 30 May 2023 00:18:01 +0200 Subject: [PATCH] feat: final midterm report --- midterm/code/main.py | 15 ++-- midterm/report/execution_time.png | Bin 0 -> 38367 bytes midterm/report/report.aux | 24 +++--- midterm/report/report.fdb_latexmk | 21 +++-- midterm/report/report.fls | 48 +++++++++++ midterm/report/report.log | 129 ++++++++++++++++++++---------- midterm/report/report.out | 18 ++--- midterm/report/report.pdf | Bin 23896 -> 75199 bytes midterm/report/report.synctex.gz | Bin 20847 -> 30253 bytes midterm/report/report.tex | 39 ++++++++- midterm/report/report.xdv | Bin 44220 -> 67048 bytes midterm/report/user_rating.png | Bin 0 -> 16441 bytes 12 files changed, 215 insertions(+), 79 deletions(-) create mode 100644 midterm/report/execution_time.png create mode 100644 midterm/report/user_rating.png diff --git a/midterm/code/main.py b/midterm/code/main.py index 9cf21904..cc9b662a 100644 --- a/midterm/code/main.py +++ b/midterm/code/main.py @@ -163,7 +163,7 @@ def preprocessing(rating_data, anime_contact_data, debug=False, user_threshold=5 return pivot_table -def predict(prediction_model, pivot_table, seed=42, anime="RANDOM"): +def predict(prediction_model, pivot_table, seed=42, anime="RANDOM", recommendation_number=6): """ This will choose a random anime name and our prediction_model will predict similar anime. """ @@ -178,7 +178,7 @@ def predict(prediction_model, pivot_table, seed=42, anime="RANDOM"): chosen_anime_name = anime distance, suggestions = prediction_model.kneighbors( - query, n_neighbors=6) + query, n_neighbors=recommendation_number) for i in range(0, len(distance.flatten())): if i == 0: print(f"Recommendations for {chosen_anime_name}:\n") @@ -224,18 +224,21 @@ def handle_arguments(): required=False, type=int, default=500) parser.add_argument('--anime_threshold', '-at', help='Specify minimal number of votes required for anime to be included in the data, set to -1 for no threshold', required=False, type=int, default=200) + parser.add_argument('--recommendation_amount', '-ra', help='Specify how much anime should be recommended', + required=False, type=int, default=5) + # Parse the command-line arguments args = parser.parse_args() - + args.recommendation_amount = args.recommendation_amount + 1 # Access the values of the arguments - return args.seed, args.debug, args.data_limit, args.database, args.metric, args.algorithm, args.anime, args.neighbors, args.user_threshold, args.anime_threshold + return args.seed, args.debug, args.data_limit, args.database, args.metric, args.algorithm, args.anime, args.neighbors, args.user_threshold, args.anime_threshold, args.recommendation_amount if __name__ == "__main__": - seed, debug, data_limit, db, metric, algorithm, anime, neighbors, user_threshold, anime_threshold = handle_arguments() + seed, debug, data_limit, db, metric, algorithm, anime, neighbors, user_threshold, anime_threshold, recommendation_amount = handle_arguments() RATING_DATA, ANIME_CONTACT_DATA = get_data(data_limit, db) PIVOT_TABLE = preprocessing( RATING_DATA, ANIME_CONTACT_DATA, debug, user_threshold, anime_threshold) MODEL = create_model(PIVOT_TABLE, metric, algorithm, neighbors) - predict(MODEL, PIVOT_TABLE, seed, anime) + predict(MODEL, PIVOT_TABLE, seed, anime, recommendation_amount) diff --git a/midterm/report/execution_time.png 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