From 530d312dfd2739fc09158b926654198bdc7fec03 Mon Sep 17 00:00:00 2001 From: Tim <47184194+imgde@users.noreply.github.com> Date: Mon, 18 Aug 2025 20:22:59 +0200 Subject: [PATCH] changes --- compare_dataset_sizes.png | Bin 63967 -> 0 bytes ...dataset_sizes.py => compare_graph_maker.py | 17 ++- compare_graph_maker_3.py | 59 ++++++++ compare_models_10k.py | 126 ++++++++++++++++++ compare_models_2k.png | Bin 351109 -> 68143 bytes ...compare_dataset.py => compare_models_2k.py | 18 +-- compare_models_2k_3.png | Bin 0 -> 61837 bytes .../AdaBoostClassifier.txt | 21 +++ .../BaggingClassifier.txt | 21 +++ .../BernoulliNB.txt | 21 +++ .../ComplementNB.txt | 21 +++ .../DecisionTreeClassifier.txt | 21 +++ .../DummyClassifier.txt | 21 +++ .../ExtraTreesClassifier.txt | 21 +++ games_march2025_cleaned_2k_i3k/GaussianNB.txt | 21 +++ .../GradientBoostingClassifier.txt | 21 +++ .../HistGradientBoostingClassifier.txt | 21 +++ .../KNeighborsClassifier.txt | 21 +++ .../LinearDiscriminantAnalysis.txt | 21 +++ games_march2025_cleaned_2k_i3k/LinearSVC.txt | 21 +++ .../LogisticRegression.txt | 21 +++ .../MLPClassifier.txt | 21 +++ .../MultinomialNB.txt | 21 +++ .../NearestCentroid.txt | 21 +++ .../PassiveAggressiveClassifier.txt | 21 +++ games_march2025_cleaned_2k_i3k/Perceptron.txt | 21 +++ .../RandomForestClassifier.txt | 21 +++ .../RidgeClassifier.txt | 21 +++ .../SGDClassifier.txt | 21 +++ games_march2025_cleaned_2k_i3k/SVC.txt | 21 +++ notebook.ipynb | 42 +++++- 31 files changed, 725 insertions(+), 20 deletions(-) delete mode 100644 compare_dataset_sizes.png rename compare_dataset_sizes.py => compare_graph_maker.py (58%) create mode 100644 compare_graph_maker_3.py create mode 100644 compare_models_10k.py rename generate_compare_dataset.py => compare_models_2k.py (92%) create mode 100644 compare_models_2k_3.png create mode 100644 games_march2025_cleaned_2k_i3k/AdaBoostClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/BaggingClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/BernoulliNB.txt create mode 100644 games_march2025_cleaned_2k_i3k/ComplementNB.txt create mode 100644 games_march2025_cleaned_2k_i3k/DecisionTreeClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/DummyClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/ExtraTreesClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/GaussianNB.txt create mode 100644 games_march2025_cleaned_2k_i3k/GradientBoostingClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/HistGradientBoostingClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/KNeighborsClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/LinearDiscriminantAnalysis.txt create mode 100644 games_march2025_cleaned_2k_i3k/LinearSVC.txt create mode 100644 games_march2025_cleaned_2k_i3k/LogisticRegression.txt create mode 100644 games_march2025_cleaned_2k_i3k/MLPClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/MultinomialNB.txt create mode 100644 games_march2025_cleaned_2k_i3k/NearestCentroid.txt create mode 100644 games_march2025_cleaned_2k_i3k/PassiveAggressiveClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/Perceptron.txt create mode 100644 games_march2025_cleaned_2k_i3k/RandomForestClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/RidgeClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/SGDClassifier.txt create mode 100644 games_march2025_cleaned_2k_i3k/SVC.txt diff --git a/compare_dataset_sizes.png b/compare_dataset_sizes.png deleted file mode 100644 index 0f8cbbbe64bc1317173440e7ef6888da7f07a9d7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 63967 zcmeFa2UwNawk?QSYMCu#DJ3QhWEBx5nq`ZMk~1oj1(YaR%Tz{mlSGmMBfP^ke|>LvzvjDj58`I;|6l)FbB;0QnA2M)PaIh=clBHr7M2AJ ziG$KCEI&oCuuR|o^DO-2L$FvA{zu5{kfNE4v9_7z851p*<7dn+oHsT*uXlExg_en_ zp0N=>@AhrH{M_qw&CD*C3i0t7{__>Q#wI#^+M8l;<6Y)lkWeyZVOeyB{+kvc?ytwf 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z@?(sr`d!+;EI@EPmw)TQlTj*7>~yRaC8*_}L6gt)9uL7MO_CI2tx1eTzGK>&RXmKg7J`*8x zEpVyI4#kg8>hp{lGmFR6*fzV~iCe3hlj5jjwQsof^UOAaB&kaz2R3_7Tw@z-xTm6o zN;fMn9EV9aeNpFLy80*C-?d}i2^0Yzr|y2&d>KFeeHq8WUnu06JTO3toKPViZO9iR z-vhR@*nIqaQ(G>37Hm&HloIBl*s<+1Nb$T*o^x}^Ocr%rlzxaFF%n?)^afBmuKrnF za}v<^3EgOGIDWbgp{JHu#9EUicyFtFk;D&Nja~-?H|z z0?(CcU})vC`HODN?_;-=AL@^#AQok2D$S XTD}?3=au~;g)hHRW4(UT2Cw)p>H*ND diff --git a/compare_dataset_sizes.py b/compare_graph_maker.py similarity index 58% rename from compare_dataset_sizes.py rename to compare_graph_maker.py index 251d29b..7d6c02d 100644 --- a/compare_dataset_sizes.py +++ b/compare_graph_maker.py @@ -22,17 +22,20 @@ for dataset_name, folder in datasets.items(): results[dataset_name][model_name] = f1_score # Plot -models = sorted(results["cleaned"].keys()) # alphabetisch sortieren für gleiche Reihenfolge +#models = sorted(results["cleaned_2k"].keys()) # alphabetisch sortieren für gleiche Reihenfolge +models = dict(sorted(results["cleaned_2k"].items(), key=lambda i: i[1], reverse=True)) # nach values sortieren x = range(len(models)) plt.figure(figsize=(12,6)) -plt.bar([i - 0.25 for i in x], [results["cleaned"][m] for m in models], width=0.25, label="cleaned") -plt.bar(x, [results["cleaned_2k"][m] for m in models], width=0.25, label="cleaned_2k") -plt.bar([i + 0.25 for i in x], [results["cleaned_10k"][m] for m in models], width=0.25, label="cleaned_10k") +#plt.bar([i - 0.25 for i in x], [results["cleaned"][m] for m in models], width=0.25, label="cleaned") +plt.bar(x, [results["cleaned_2k"][m] for m in models], width=0.5)#, label="cleaned_2k") +#plt.bar([i + 0.25 for i in x], [results["cleaned_10k"][m] for m in models], width=0.25, label="cleaned_10k") -plt.xticks(x, models, rotation=45) -plt.ylabel("F1-Score") +plt.xticks(x, models, rotation=90) +plt.ylim(0, 1) # min max +plt.ylabel("Weighted F1-Score") plt.title("Model Performance across Datasets") -plt.legend() +#plt.legend() plt.tight_layout() +plt.savefig('compare_graph_latest.png') plt.show() diff --git a/compare_graph_maker_3.py b/compare_graph_maker_3.py new file mode 100644 index 0000000..fa31e9e --- /dev/null +++ b/compare_graph_maker_3.py @@ -0,0 +1,59 @@ +import os +import matplotlib.pyplot as plt +import numpy as np + +datasets = { + #"cleaned": "games_march2025_cleaned", + #"cleaned_2k": "games_march2025_cleaned_2k", + #"cleaned_10k": "games_march2025_cleaned_10k" + "cleaned_2k": "games_march2025_cleaned_2k_i3k", +} +# def results +results = {} + +for dataset_name, folder in datasets.items(): + results[dataset_name] = {} + for filename in os.listdir(folder): + if filename.endswith(".txt"): + model_name = filename.replace(".txt", "") + print("model " + model_name) + results[dataset_name][model_name] = {} + with open(os.path.join(folder, filename), "r") as f: + for line in f: + if line.strip().startswith("micro avg"): + print("micro") + results[dataset_name][model_name][0] = float(line.split()[4]) # micro f1 + if line.strip().startswith("macro avg"): + print("macro") + results[dataset_name][model_name][1] = float(line.split()[4]) # macro f1 + if line.strip().startswith("weighted avg"): + print("weight") + results[dataset_name][model_name][2] = float(line.split()[4]) # weighted avg f1 + +# Plot +#models = sorted(results["cleaned_2k"].keys()) # alphabetisch sortieren für gleiche Reihenfolge +models = dict(sorted(results["cleaned_2k"].items(), key=lambda i: i[1][2], reverse=True)) # nach values sortieren +print(models) +x = range(len(models)) + +fig = plt.figure() +#ax = fig.add_subplot(projection='3d') + +plt.bar([i - 0.25 for i in x], [results["cleaned_2k"][m][0] for m in models], width=0.25, label="Micro") +plt.bar(x, [results["cleaned_2k"][m][1] for m in models], width=0.25, label="Macro") +plt.bar([i + 0.25 for i in x], [results["cleaned_2k"][m][2] for m in models], width=0.25, label="Weighted") + +plt.xticks(x, models, rotation=90) +plt.ylabel("F1 Score") +#ax.set_zlabel("F1 Value") +plt.ylim(0,1) +plt.title("Model Performance - 2k Dataset") +plt.legend() +plt.tight_layout() +plt.savefig('compare_graph_latest_3.png') +plt.show() + +# On the y-axis let's only label the discrete values that we have data for. +#ax.set_yticks(yticks) + +plt.show() \ No newline at end of file diff --git a/compare_models_10k.py b/compare_models_10k.py new file mode 100644 index 0000000..dbd3121 --- /dev/null +++ b/compare_models_10k.py @@ -0,0 +1,126 @@ +import os +import numpy as np +import pandas as pd +from sklearn import set_config + +from sklearn.compose import ColumnTransformer +from sklearn.preprocessing import FunctionTransformer, MultiLabelBinarizer +import ast +from sklearn.feature_extraction.text import TfidfVectorizer +from sklearn.linear_model import LogisticRegression +from sklearn.multioutput import MultiOutputClassifier +from sklearn.metrics import classification_report +from sklearn.model_selection import train_test_split +from sklearn.datasets import load_iris +from sklearn.metrics import accuracy_score, classification_report +from sklearn.svm import SVC, LinearSVC +from sklearn.tree import DecisionTreeClassifier +from sklearn.ensemble import RandomForestClassifier, GradientBoostingClassifier +from sklearn.linear_model import LogisticRegression, RidgeClassifier, PassiveAggressiveClassifier, Perceptron, SGDClassifier +from sklearn.neighbors import KNeighborsClassifier, NearestCentroid, RadiusNeighborsClassifier +from sklearn.svm import SVC +from sklearn.tree import DecisionTreeClassifier +from sklearn.ensemble import RandomForestClassifier, ExtraTreesClassifier, BaggingClassifier, AdaBoostClassifier, GradientBoostingClassifier, HistGradientBoostingClassifier, VotingClassifier, StackingClassifier +from sklearn.naive_bayes import GaussianNB, MultinomialNB, BernoulliNB, ComplementNB +from sklearn.discriminant_analysis import LinearDiscriminantAnalysis, QuadraticDiscriminantAnalysis +from sklearn.dummy import DummyClassifier +from sklearn.neural_network import MLPClassifier + +set_config(transform_output="pandas") # dataframe supremacy + +jobs = 12 +max_iter = 3000 + +def prepDataset(dataset): #returns X_train, X_test, y_train, y_test + dataset = pd.read_csv(dataset,sep=",") + # desc, genres, tags + column_transformer = ColumnTransformer([ + # merge all descriptions + ('desc', FunctionTransformer(lambda X: X.fillna('').agg(' '.join, axis=1).to_frame(name="desc")), + ['detailed_description', 'about_the_game', 'short_description']), + ('pass', 'passthrough', ['genres']),#, 'tags' + ], + verbose_feature_names_out=False + ) + dataset = column_transformer.fit_transform(dataset) + #### SET MISSING VALUES + print("SETMISS") + # Setting missing numeric values to the mean + dataset.fillna(dataset.mean(numeric_only=True), inplace=True) + # Setting missing text values to 'Unknown' + dataset.fillna('', inplace=True) + # Setting missing values in other columns to NaN + dataset.dropna(inplace=True) + ##### STRUCTURIZE GENRES to onehot + #serialize array + dataset['genres'] = dataset['genres'].map(lambda s: ast.literal_eval(s)) + #print(dataset['genres']) # in py but not yet onehotenc + # MultiLabelBinarizer does onehotenc for arrays + mlb_genres = MultiLabelBinarizer() + genres_encoded = mlb_genres.fit_transform(dataset.pop('genres')) + #genres_count = len(mlb_genres.classes_) # for multi-label classifiction later + genres_df = pd.DataFrame(genres_encoded, columns=mlb_genres.classes_) + #print(genres_df) + #dataset = pd.concat([dataset, genres_df], axis=1) + #print(dataset) + #### convert text to bag of words + ## Count vs Tfidf vectorizer + vectorizer = TfidfVectorizer() + tfidf_matrix = vectorizer.fit_transform(dataset['desc']) # matrix + tfidf_df = pd.DataFrame(tfidf_matrix.toarray(), columns=vectorizer.get_feature_names_out()) + #print(tfidf_df) + ##### MODEL + print("MODEL") + X = tfidf_df + y = genres_df + # cleanup datapoints that dont have a target value (all target columns are 0) + mask = y.sum(axis=1).map(lambda x: x > 0) + #print((mask == False).sum()) #31 cases with all target columns 0 + X_clean = X[mask] + y_clean = y[mask] + # Split dataset + return train_test_split(X_clean, y_clean, random_state=0) +def comparison(X_train, X_test, y_train, y_test, estimator,): #returns class_report + multi_target_clf = MultiOutputClassifier(estimator, n_jobs=jobs) # LogisticRegression(max_iter=1337, random_state=0) + # model training + multi_target_clf.fit(X_train, y_train) + # predict against test data + y_pred = multi_target_clf.predict(X_test) + return classification_report(y_test, y_pred, zero_division=0.0) +datasets = [ + #'games_march2025_cleaned_2k.csv', + 'games_march2025_cleaned_10k.csv', + #'games_march2025_cleaned.csv' +] +estimators = { + "RidgeClassifier": RidgeClassifier(random_state=0, max_iter=max_iter), + "PassiveAggressiveClassifier": PassiveAggressiveClassifier(random_state=0, max_iter=max_iter), + "Perceptron": Perceptron(random_state=0, max_iter=max_iter), + "SGDClassifier": SGDClassifier(random_state=0, max_iter=max_iter), + "NearestCentroid": NearestCentroid(), + "LinearSVC": LinearSVC(random_state=0, max_iter=max_iter), + "GradientBoostingClassifier": GradientBoostingClassifier(random_state=0), + "HistGradientBoostingClassifier": HistGradientBoostingClassifier(random_state=0, max_iter=max_iter), + "LinearDiscriminantAnalysis": LinearDiscriminantAnalysis(), + "MLPClassifier": MLPClassifier(random_state=0, max_iter=int(max_iter/20), early_stopping=True), +} + +#"VotingClassifier": VotingClassifier(estimators=[('lr', LogisticRegression()), ('rf', RandomForestClassifier())]), +#"StackingClassifier": StackingClassifier(estimators=[('lr', LogisticRegression()), ('rf', RandomForestClassifier())]), +for dataset in datasets: + print("-" * 60) + print("dataset -> " + dataset) + print("mkdir") + folder = dataset.split(".csv")[0] + if not os.path.isdir(folder): + os.mkdir(folder) + X_train, X_test, y_train, y_test = prepDataset(dataset) + for esti in estimators: + print("model: " + esti) + compari = comparison(X_train, X_test, y_train, y_test, estimators[esti]) + print("open") + f = open(folder + "/" + esti +".txt", mode="w+", encoding="utf-8") + f.write(compari) + print("write") + f.close() + print("close") \ No newline at end of file diff --git a/compare_models_2k.png b/compare_models_2k.png index d85904f52862999cd232017b3fa9488746be700d..5e465520a8587a553038b0cd75b053c2e8bf16d4 100644 GIT binary patch literal 68143 zcmeFaXINF)(lv^9tF5*<2gFuTBsO9o)3yNt1<65zh=72K5+nyxV?fZYfCz#TBnJtS zK}A5ak~1nIk|j&NqkulA&v(y#-k+PH{` ziD`-C(L?e~Oh3mkG0j!|Wjn|)!^9+c=zyY?PiKRr`D(qUoL=MK(mx1axh}&lA0&BeV5$Gs@9*VS1l=wT+4E&tQ;TPb5~;@SgyHTj>_s@3`@eBxST;^O$L{>nQuwBPc@ z23;3?G5y?;`r1D88`B@B*-zn%@$;(m|Ign(&etz`%;sIR!@KBtf^k)jb;J4qjbzh2 z{kTy1ASs!K#3KE&S66=W`(eLR#^)aXB|&N-ssM$;*+uLtwmSu-X)v%9dqYUlFxD3ux9!4r+?m9WccOX{S^DL zmsu$rhtuk*DMH?E4Z5b#Y)OMA$pDTEKp*pCfW(Vg&Y%;)mK`qYUH*fwjZ~pw0t?p*# z?d6iV#mdpaj=iVf{?gT$e)7|&PqoQr!DT})jH`Goy6e^Of_l15!akG6&Ps89%at28 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