Loading graph_model/test/evaluation.txt 0 → 100644 +62 −0 Original line number Diff line number Diff line Accuracies: The system accuracy for Maslow categories is: 27.88% The system accuracy for Reiss motives is: 7.69% ------------------------------------------------------------------------ Precision The macro-averaged precision for Maslow predictions is: 19.76% The macro-precision for Reiss predictions is: 5.42% The micro-averaged precision for Maslow predictions is: 27.88% The micro-avergaedprecision for Reiss predictions is: 7.69% ------------------------------------------------------------------------ Recall: The macro-averaged recall for Maslow predictions is: 19.81% The macro-averaged recall for Reiss predictions is: 3.54% The micro-averaged recall for Maslow predictions is: 27.88% The micro-averaged recall for Reiss predictions is: 7.69% ------------------------------------------------------------------------- F1 Score: The macro-averaged f1-score for Maslow predictions is: 19.20% The macro-averaged f1-score for Reiss predictions is: 3.48% The micro-averaged f1-score for Maslow predictions is: 27.88% The micro-averaged f1-score for Reiss predictions is: 7.69% ------------------------------------------------------------------------- Classification report Maslow: precision recall f1-score support esteem 0.17 0.15 0.16 20 love/belonging 0.17 0.07 0.10 14 physiological needs 0.00 0.00 0.00 5 spiritual growth 0.27 0.38 0.32 26 stability 0.38 0.38 0.38 39 accuracy 0.28 104 macro avg 0.20 0.20 0.19 104 weighted avg 0.27 0.28 0.27 104 Classification report Reiss: precision recall f1-score support approval 0.00 0.00 0.00 5 belonging 0.00 0.00 0.00 1 competition 0.00 0.00 0.00 5 curiosity 0.16 0.25 0.19 12 family 0.00 0.00 0.00 0 food 0.00 0.00 0.00 3 health 0.12 0.15 0.13 13 honor 0.00 0.00 0.00 0 idealism 0.00 0.00 0.00 2 independence 0.20 0.17 0.18 12 order 0.50 0.07 0.12 15 power 0.00 0.00 0.00 3 rest 0.00 0.00 0.00 2 safety 0.00 0.00 0.00 4 savings 0.00 0.00 0.00 6 serenity 0.00 0.00 0.00 1 social contact 0.00 0.00 0.00 13 status 0.00 0.00 0.00 7 accuracy 0.08 104 macro avg 0.05 0.04 0.03 104 weighted avg 0.13 0.08 0.08 104 ------------------------------------------------------------------------ No newline at end of file Loading
graph_model/test/evaluation.txt 0 → 100644 +62 −0 Original line number Diff line number Diff line Accuracies: The system accuracy for Maslow categories is: 27.88% The system accuracy for Reiss motives is: 7.69% ------------------------------------------------------------------------ Precision The macro-averaged precision for Maslow predictions is: 19.76% The macro-precision for Reiss predictions is: 5.42% The micro-averaged precision for Maslow predictions is: 27.88% The micro-avergaedprecision for Reiss predictions is: 7.69% ------------------------------------------------------------------------ Recall: The macro-averaged recall for Maslow predictions is: 19.81% The macro-averaged recall for Reiss predictions is: 3.54% The micro-averaged recall for Maslow predictions is: 27.88% The micro-averaged recall for Reiss predictions is: 7.69% ------------------------------------------------------------------------- F1 Score: The macro-averaged f1-score for Maslow predictions is: 19.20% The macro-averaged f1-score for Reiss predictions is: 3.48% The micro-averaged f1-score for Maslow predictions is: 27.88% The micro-averaged f1-score for Reiss predictions is: 7.69% ------------------------------------------------------------------------- Classification report Maslow: precision recall f1-score support esteem 0.17 0.15 0.16 20 love/belonging 0.17 0.07 0.10 14 physiological needs 0.00 0.00 0.00 5 spiritual growth 0.27 0.38 0.32 26 stability 0.38 0.38 0.38 39 accuracy 0.28 104 macro avg 0.20 0.20 0.19 104 weighted avg 0.27 0.28 0.27 104 Classification report Reiss: precision recall f1-score support approval 0.00 0.00 0.00 5 belonging 0.00 0.00 0.00 1 competition 0.00 0.00 0.00 5 curiosity 0.16 0.25 0.19 12 family 0.00 0.00 0.00 0 food 0.00 0.00 0.00 3 health 0.12 0.15 0.13 13 honor 0.00 0.00 0.00 0 idealism 0.00 0.00 0.00 2 independence 0.20 0.17 0.18 12 order 0.50 0.07 0.12 15 power 0.00 0.00 0.00 3 rest 0.00 0.00 0.00 2 safety 0.00 0.00 0.00 4 savings 0.00 0.00 0.00 6 serenity 0.00 0.00 0.00 1 social contact 0.00 0.00 0.00 13 status 0.00 0.00 0.00 7 accuracy 0.08 104 macro avg 0.05 0.04 0.03 104 weighted avg 0.13 0.08 0.08 104 ------------------------------------------------------------------------ No newline at end of file
