diff --git a/games_march2025_cleaned_10k/GradientBoostingClassifier.txt b/games_march2025_cleaned_10k/GradientBoostingClassifier.txt new file mode 100644 index 0000000..3baaa0a --- /dev/null +++ b/games_march2025_cleaned_10k/GradientBoostingClassifier.txt @@ -0,0 +1,21 @@ + precision recall f1-score support + + 0 0.82 0.68 0.74 1109 + 1 0.73 0.64 0.68 1107 + 2 0.69 0.24 0.36 686 + 3 0.66 0.10 0.17 192 + 4 0.72 0.23 0.35 369 + 5 0.00 0.00 0.00 2 + 6 0.74 0.91 0.82 1576 + 7 0.72 0.27 0.39 135 + 8 0.86 0.50 0.63 707 + 9 0.88 0.62 0.72 91 + 10 0.85 0.52 0.64 682 + 11 0.73 0.31 0.44 112 + 12 0.80 0.52 0.63 562 + 13 0.00 0.00 0.00 5 + + micro avg 0.77 0.59 0.66 7335 + macro avg 0.66 0.40 0.47 7335 +weighted avg 0.77 0.59 0.64 7335 + samples avg 0.77 0.63 0.65 7335 diff --git a/games_march2025_cleaned_10k/LinearSVC.txt b/games_march2025_cleaned_10k/LinearSVC.txt new file mode 100644 index 0000000..82186da --- /dev/null +++ b/games_march2025_cleaned_10k/LinearSVC.txt @@ -0,0 +1,21 @@ + precision recall f1-score support + + 0 0.79 0.77 0.78 1109 + 1 0.72 0.69 0.70 1107 + 2 0.66 0.47 0.55 686 + 3 0.60 0.11 0.19 192 + 4 0.69 0.29 0.41 369 + 5 0.00 0.00 0.00 2 + 6 0.80 0.87 0.83 1576 + 7 0.84 0.27 0.40 135 + 8 0.83 0.56 0.67 707 + 9 0.98 0.69 0.81 91 + 10 0.82 0.61 0.70 682 + 11 0.94 0.43 0.59 112 + 12 0.82 0.61 0.70 562 + 13 0.00 0.00 0.00 5 + + micro avg 0.78 0.65 0.71 7335 + macro avg 0.68 0.45 0.52 7335 +weighted avg 0.77 0.65 0.69 7335 + samples avg 0.78 0.69 0.69 7335 diff --git a/games_march2025_cleaned_10k/NearestCentroid.txt b/games_march2025_cleaned_10k/NearestCentroid.txt new file mode 100644 index 0000000..57fe866 --- /dev/null +++ b/games_march2025_cleaned_10k/NearestCentroid.txt @@ -0,0 +1,21 @@ + precision recall f1-score support + + 0 0.69 0.71 0.70 1109 + 1 0.68 0.72 0.70 1107 + 2 0.47 0.69 0.56 686 + 3 0.17 0.69 0.28 192 + 4 0.30 0.62 0.40 369 + 5 0.00 0.00 0.00 2 + 6 0.80 0.74 0.77 1576 + 7 0.20 0.75 0.31 135 + 8 0.53 0.69 0.60 707 + 9 0.82 0.80 0.81 91 + 10 0.58 0.71 0.64 682 + 11 0.50 0.74 0.60 112 + 12 0.47 0.71 0.57 562 + 13 0.00 0.00 0.00 5 + + micro avg 0.54 0.71 0.61 7335 + macro avg 0.44 0.61 0.50 7335 +weighted avg 0.60 0.71 0.64 7335 + samples avg 0.58 0.74 0.60 7335 diff --git a/games_march2025_cleaned_10k/PassiveAggressiveClassifier.txt b/games_march2025_cleaned_10k/PassiveAggressiveClassifier.txt new file mode 100644 index 0000000..42a07dc --- /dev/null +++ b/games_march2025_cleaned_10k/PassiveAggressiveClassifier.txt @@ -0,0 +1,21 @@ + precision recall f1-score support + + 0 0.77 0.76 0.76 1109 + 1 0.69 0.67 0.68 1107 + 2 0.61 0.50 0.55 686 + 3 0.52 0.19 0.28 192 + 4 0.56 0.41 0.47 369 + 5 0.00 0.00 0.00 2 + 6 0.79 0.83 0.81 1576 + 7 0.74 0.32 0.45 135 + 8 0.75 0.59 0.66 707 + 9 0.92 0.74 0.82 91 + 10 0.77 0.61 0.68 682 + 11 0.88 0.51 0.64 112 + 12 0.75 0.64 0.69 562 + 13 0.00 0.00 0.00 5 + + micro avg 0.74 0.65 0.69 7335 + macro avg 0.63 0.48 0.54 7335 +weighted avg 0.73 0.65 0.68 7335 + samples avg 0.75 0.70 0.68 7335 diff --git a/games_march2025_cleaned_10k/Perceptron.txt b/games_march2025_cleaned_10k/Perceptron.txt new file mode 100644 index 0000000..aaf1481 --- /dev/null +++ b/games_march2025_cleaned_10k/Perceptron.txt @@ -0,0 +1,21 @@ + precision recall f1-score support + + 0 0.70 0.84 0.76 1109 + 1 0.74 0.56 0.64 1107 + 2 0.52 0.66 0.58 686 + 3 0.42 0.23 0.30 192 + 4 0.62 0.27 0.38 369 + 5 0.00 0.00 0.00 2 + 6 0.83 0.71 0.77 1576 + 7 0.78 0.39 0.51 135 + 8 0.70 0.65 0.67 707 + 9 0.87 0.78 0.82 91 + 10 0.79 0.61 0.69 682 + 11 0.78 0.64 0.71 112 + 12 0.74 0.65 0.69 562 + 13 0.00 0.00 0.00 5 + + micro avg 0.71 0.64 0.68 7335 + macro avg 0.61 0.50 0.54 7335 +weighted avg 0.72 0.64 0.67 7335 + samples avg 0.73 0.68 0.66 7335 diff --git a/games_march2025_cleaned_10k/RidgeClassifier.txt b/games_march2025_cleaned_10k/RidgeClassifier.txt new file mode 100644 index 0000000..e3e21e2 --- /dev/null +++ b/games_march2025_cleaned_10k/RidgeClassifier.txt @@ -0,0 +1,21 @@ + precision recall f1-score support + + 0 0.80 0.76 0.78 1109 + 1 0.73 0.68 0.70 1107 + 2 0.72 0.45 0.55 686 + 3 0.60 0.02 0.03 192 + 4 0.77 0.24 0.37 369 + 5 0.00 0.00 0.00 2 + 6 0.79 0.90 0.84 1576 + 7 0.92 0.18 0.30 135 + 8 0.85 0.52 0.65 707 + 9 0.98 0.63 0.77 91 + 10 0.84 0.59 0.69 682 + 11 0.98 0.38 0.54 112 + 12 0.84 0.57 0.68 562 + 13 0.00 0.00 0.00 5 + + micro avg 0.79 0.63 0.70 7335 + macro avg 0.70 0.42 0.49 7335 +weighted avg 0.79 0.63 0.68 7335 + samples avg 0.79 0.68 0.69 7335 diff --git a/games_march2025_cleaned_10k/SGDClassifier.txt b/games_march2025_cleaned_10k/SGDClassifier.txt new file mode 100644 index 0000000..96da514 --- /dev/null +++ b/games_march2025_cleaned_10k/SGDClassifier.txt @@ -0,0 +1,21 @@ + precision recall f1-score support + + 0 0.78 0.81 0.79 1109 + 1 0.73 0.66 0.69 1107 + 2 0.70 0.47 0.56 686 + 3 0.71 0.03 0.05 192 + 4 0.75 0.27 0.40 369 + 5 0.00 0.00 0.00 2 + 6 0.79 0.90 0.84 1576 + 7 0.91 0.21 0.35 135 + 8 0.87 0.51 0.64 707 + 9 0.97 0.73 0.83 91 + 10 0.88 0.51 0.65 682 + 11 0.92 0.44 0.59 112 + 12 0.85 0.55 0.67 562 + 13 0.00 0.00 0.00 5 + + micro avg 0.79 0.63 0.70 7335 + macro avg 0.70 0.43 0.50 7335 +weighted avg 0.79 0.63 0.68 7335 + samples avg 0.79 0.68 0.69 7335 diff --git a/games_march2025_cleaned_10k/test b/games_march2025_cleaned_10k/test new file mode 100644 index 0000000..e69de29