diff --git a/output/AI Classifier/150-1labelPredictionsStatsTest.txt b/output/AI Classifier/150-1labelPredictionsStatsTest.txt deleted file mode 100644 index 5094bc0..0000000 --- a/output/AI Classifier/150-1labelPredictionsStatsTest.txt +++ /dev/null @@ -1,16 +0,0 @@ -Performance measures - Unigram Dictionary - MLP Word Embeddings - -Test set: - -Precision macro: 0.398 -Precision Individually: [0.667 0. 0.692 0.2 0.429] -Recall macro: 0.398 -Recall Individually: [0.429 0. 0.871 0.091 0.6 ] -F1 Score micro: 0.597 -F1 Score macro: 0.384 -F1 Score weighted: 0.561 -F1 Score Individually: [0.522 0. 0.771 0.125 0.5 ] - -{'activation': 'relu', 'hidden_layer_sizes': (150, 150, 150), 'learning_rate': 'constant', 'learning_rate_init': 0.001, 'max_iter': 5200, 'solver': 'adam'} - - diff --git a/output/AI Classifier/1Label_confusion_matrix_NonNorm.png b/output/AI Classifier/1Label_confusion_matrix_NonNorm.png index 2e94e14..e1b9bba 100644 Binary files a/output/AI Classifier/1Label_confusion_matrix_NonNorm.png and b/output/AI Classifier/1Label_confusion_matrix_NonNorm.png differ diff --git a/output/AI Classifier/1Label_confusion_matrix_NormTrue.png b/output/AI Classifier/1Label_confusion_matrix_NormTrue.png index 75c4501..4cac149 100644 Binary files a/output/AI Classifier/1Label_confusion_matrix_NormTrue.png and b/output/AI Classifier/1Label_confusion_matrix_NormTrue.png differ diff --git a/output/AI Classifier/1labelPredictionsStatsDev.txt b/output/AI Classifier/1labelPredictionsStatsDev.txt index a0a7f79..b025510 100644 --- a/output/AI Classifier/1labelPredictionsStatsDev.txt +++ b/output/AI Classifier/1labelPredictionsStatsDev.txt @@ -1,14 +1,14 @@ -Performance measures - Unigram Dictionary - Adaboost +Performance measures - Mixed Dictionary - Adaboost Dev set: -Precision macro: 0.3 -Precision Individually: [1. 0. 0.5 0. 0. ] -Recall macro: 0.21 -Recall Individually: [0.077 0. 0.971 0. 0. ] -F1 Score micro: 0.493 -F1 Score macro: 0.161 -F1 Score weighted: 0.352 -F1 Score Individually: [0.143 0. 0.66 0. 0. ] +Precision macro: 0.425 +Precision Individually: [0.5 0. 0.696 0.5 0.429] +Recall macro: 0.389 +Recall Individually: [0.154 0. 0.941 0.182 0.667] +F1 Score micro: 0.609 +F1 Score macro: 0.365 +F1 Score weighted: 0.549 +F1 Score Individually: [0.235 0. 0.8 0.267 0.522] diff --git a/output/AI Classifier/200-1labelPredictionsStatsTest.txt b/output/AI Classifier/200-1labelPredictionsStatsTest.txt deleted file mode 100644 index b7d94cc..0000000 --- a/output/AI Classifier/200-1labelPredictionsStatsTest.txt +++ /dev/null @@ -1,15 +0,0 @@ -Performance measures - Unigram Dictionary - MLP Word Embeddings - -Test set: - -Precision macro: 0.466 -Precision Individually: [0.7 0. 0.692 0.5 0.438] -Recall macro: 0.432 -Recall Individually: [0.5 0. 0.871 0.091 0.7 ] -F1 Score micro: 0.627 -F1 Score macro: 0.409 -F1 Score weighted: 0.584 -F1 Score Individually: [0.583 0. 0.771 0.154 0.538] - - -{'activation': 'relu', 'hidden_layer_sizes': (200, 200, 200), 'learning_rate': 'constant', 'learning_rate_init': 0.001, 'max_iter': 5200, 'solver': 'adam'} diff --git a/output/AI Classifier/200250200-1labelPredictionsStatsTest.txt b/output/AI Classifier/200250200-1labelPredictionsStatsTest.txt deleted file mode 100644 index 2b4434d..0000000 --- a/output/AI Classifier/200250200-1labelPredictionsStatsTest.txt +++ /dev/null @@ -1,15 +0,0 @@ -Performance measures - Unigram Dictionary - MLP Word Embeddings - -Test set: - -Precision macro: 0.491 -Precision Individually: [0.667 0. 0.744 0.5 0.545] -Recall macro: 0.458 -Recall Individually: [0.571 0. 0.935 0.182 0.6 ] -F1 Score micro: 0.672 -F1 Score macro: 0.456 -F1 Score weighted: 0.641 -F1 Score Individually: [0.615 0. 0.829 0.267 0.571] - - -{'activation': 'relu', 'hidden_layer_sizes': (200, 250, 200), 'learning_rate': 'adaptive', 'learning_rate_init': 0.001, 'max_iter': 5200, 'solver': 'adam'} diff --git a/output/AI Classifier/250-1labelPredictionsStatsTest.txt b/output/AI Classifier/250-1labelPredictionsStatsTest.txt deleted file mode 100644 index 7190807..0000000 --- a/output/AI Classifier/250-1labelPredictionsStatsTest.txt +++ /dev/null @@ -1,17 +0,0 @@ -Performance measures - Unigram Dictionary - MLP Word Embeddings - -Test set: - -Precision macro: 0.441 -Precision Individually: [0.667 0. 0.667 0.333 0.538] -Recall macro: 0.404 -Recall Individually: [0.143 0. 0.903 0.273 0.7 ] -F1 Score micro: 0.597 -F1 Score macro: 0.382 -F1 Score weighted: 0.544 -F1 Score Individually: [0.235 0. 0.767 0.3 0.609] - -{'activation': 'relu', 'hidden_layer_sizes': (250, 250, 250), 'learning_rate': 'adaptive', 'learning_rate_init': 0.001, 'max_iter': 5200, 'solver': 'adam'} - - - diff --git a/output/AI Classifier/dev_1Label_confusion_matrix_NonNorm.png b/output/AI Classifier/dev_1Label_confusion_matrix_NonNorm.png deleted file mode 100644 index 2610c20..0000000 Binary files a/output/AI Classifier/dev_1Label_confusion_matrix_NonNorm.png and /dev/null differ diff --git a/output/AI Classifier/dev_1Label_confusion_matrix_NormTrue.png b/output/AI Classifier/dev_1Label_confusion_matrix_NormTrue.png deleted file mode 100644 index 4b890a3..0000000 Binary files a/output/AI Classifier/dev_1Label_confusion_matrix_NormTrue.png and /dev/null differ