| Publication |
Sentence |
Publish Date |
Extraction Date |
Species |
| Turki Khaled Salem, Wai Kit Wong, Thu Soe Min, Eng Kiong Won. One- and Five-Ringgit Malaysia banknotes reader with counterfeit detection for visually impaired person using backlight mechanism and image processing techniques. F1000Research. vol 10. 2024-04-15. PMID:38618192. |
confusion matrix is further employed to study the performance of the banknote reader, in terms of true positive, true negative, false positive and false negative. |
2024-04-15 |
2024-04-17 |
Not clear |
| Sébastien J J Guesné, Thierry Hanser, Stéphane Werner, Samuel Boobier, Shaylyn Scot. Mind your prevalence! Journal of cheminformatics. vol 16. issue 1. 2024-04-15. PMID:38622648. |
therefore, after describing the relevant literature, this manuscript will first formally define a confusion matrix, sensitivity and specificity and then present, with synthetic data, the danger of comparing performance metrics under nonconstant prevalence. |
2024-04-15 |
2024-04-18 |
Not clear |
| Sébastien J J Guesné, Thierry Hanser, Stéphane Werner, Samuel Boobier, Shaylyn Scot. Mind your prevalence! Journal of cheminformatics. vol 16. issue 1. 2024-04-15. PMID:38622648. |
in contrast to prior literature, it introduces the derived confusion matrix to express metrics as functions of sensitivity, specificity and prevalence without needing additional coefficients. |
2024-04-15 |
2024-04-18 |
Not clear |
| Piotr Lacki, Anna Derlatka, Wojciech Więckowski, Janina Adamu. Development of FSW Process Parameters for Lap Joints Made of Thin 7075 Aluminum Alloy Sheets. Materials (Basel, Switzerland). vol 17. issue 3. 2024-04-09. PMID:38591539. |
the quality of the validation set for the regression network was approximately 93.6%, while the errors for the confusion matrix of the test set never exceeded 6%. |
2024-04-09 |
2024-04-11 |
Not clear |
| Javed Mallick, Meshel Alkahtani, Hoang Thi Hang, Chander Kumar Sing. Game-theoretic optimization of landslide susceptibility mapping: a comparative study between Bayesian-optimized basic neural network and new generation neural network models. Environmental science and pollution research international. 2024-04-09. PMID:38592629. |
the lsm models have been validated using the receiver operating characteristics curve, confusion matrix, and other twelve error matrices. |
2024-04-09 |
2024-04-11 |
Not clear |
| Rômullo Oliveira Louzada, Ivan Bergier, Michael M McGlue, Fabio de Oliveira Roque, Giliane Rasbold, Leandro Domingos-Luz, Edward Lo, Mario Luis Assin. Fluvial avulsions influence soil fertility in the Pantanal wetlands (Brazil). The Science of the total environment. 2024-04-03. PMID:38569965. |
the macrophyte map's overall accuracy (oa) was analyzed by a confusion matrix using the sentinel 2 imagery. |
2024-04-03 |
2024-04-06 |
Not clear |
| Yan Zhao, Ke-Le Chen, Xin-Yu Shen, Ming-Kang Li, Yong-Jing Wan, Cheng Yang, Ru-Jia Yu, Yi-Tao Long, Feng Yan, Yi-Lun Yin. HFM-Tracker: a cell tracking algorithm based on hybrid feature matching. The Analyst. 2024-04-02. PMID:38563459. |
it combines contour attention (ca) and adaptive confusion matrix (acm) modules to accurately capture cell contours in each image and track the dynamic behaviors of migrating cells in the field of view. |
2024-04-02 |
2024-04-04 |
Not clear |
| Kerong Yuan, Xiaofeng Zhang, Qian Yang, Xuesong Deng, Zhe Deng, Xiangyun Liao, Weixin S. Risk prediction and analysis of gallbladder polyps with deep neural network. Computer assisted surgery (Abingdon, England). vol 29. issue 1. 2024-03-23. PMID:38520294. |
a normalized confusion matrix, pr, and roc curve were used to evaluate the performance of the model. |
2024-03-23 |
2024-03-26 |
Not clear |
| Rajib Kumar Halder, Mohammed Nasir Uddin, Md Ashraf Uddin, Sunil Aryal, Sajeeb Saha, Rakib Hossen, Sabbir Ahmed, Mohammad Abu Tareq Rony, Mosammat Farida Akte. ML-CKDP: Machine learning-based chronic kidney disease prediction with smart web application. Journal of pathology informatics. vol 15. 2024-03-21. PMID:38510072. |
the effectiveness of the models is assessed by measuring their accuracy, analyzing confusion matrix statistics, and calculating the area under the curve (auc) specifically for the classification of positive cases. |
2024-03-21 |
2024-03-23 |
Not clear |
| Abdirizak A Hassan, Abdisalam Hassan Muse, Christophe Chesnea. Machine learning study using 2020 SDHS data to determine poverty determinants in Somalia. Scientific reports. vol 14. issue 1. 2024-03-13. PMID:38472298. |
evaluation metrics, such as confusion matrix, accuracy, precision, sensitivity, specificity, recall, f1 score, and area under the receiver operating characteristic (auroc), are employed to assess the performance of predictive models. |
2024-03-13 |
2024-03-15 |
Not clear |
| Shafiullah Khan, Muhammad Altaf Khan, Noha Alnazzaw. Artificial Neural Network-Based Mechanism to Detect Security Threats in Wireless Sensor Networks. Sensors (Basel, Switzerland). vol 24. issue 5. 2024-03-13. PMID:38475178. |
the proposed system's performance was assessed using a confusion matrix. |
2024-03-13 |
2024-03-15 |
Not clear |
| Anitha T, Gopu G, Arun Mozhi Devan P, Maher Assaa. Machine learning algorithm for ventilator mode selection, pressure and volume control. PloS one. vol 19. issue 3. 2024-03-13. PMID:38478485. |
different approaches, such as decision trees, optimizable bayes trees, naive bayes trees, nearest neighbour trees, and an ensemble of trees, were also evaluated regarding the accuracy by confusion matrix concept, training duration, specificity, sensitivity, and f1 score. |
2024-03-13 |
2024-03-16 |
Not clear |
| Abin Jose, Rijo Roy, Daniel Moreno-Andrés, Johannes Stegmaie. Automatic detection of cell-cycle stages using recurrent neural networks. PloS one. vol 19. issue 3. 2024-03-11. PMID:38466708. |
to study the loss in performance due to confusion between adjacent classes, we plotted the confusion matrix as well. |
2024-03-11 |
2024-03-14 |
Not clear |
| Kwaku Peprah Adjei, Anders Gravbrøt Finstad, Wouter Koch, Robert Brian O'Har. Modelling heterogeneity in the classification process in multi-species distribution models can improve predictive performance. Ecology and evolution. vol 14. issue 3. 2024-03-08. PMID:38455149. |
the proposed model assumes a multinomial generalised linear model for the classification confusion matrix. |
2024-03-08 |
2024-03-10 |
Not clear |
| Yueru Xu, Wei Ye, Yuanchang Xie, Chen Wan. A two-dimensional surrogate safety measure based on fuzzy logic model. Accident; analysis and prevention. vol 199. 2024-03-05. PMID:38442630. |
fl-ittc is compared with other two-dimensional ssm including anticipated collision time (act) and probabilistic driving risk field (pdrf) based on the confusion matrix and the receiver operating characteristic (roc) curve. |
2024-03-05 |
2024-03-08 |
Not clear |
| Jun-Bo Tu, Wei-Jie Liao, Wen-Cai Liu, Xing-Hua Ga. Using machine learning techniques to predict the risk of osteoporosis based on nationwide chronic disease data. Scientific reports. vol 14. issue 1. 2024-03-04. PMID:38438569. |
the confusion matrix, lift curve and calibration curves indicated that the stacker model had optimal clinical utility. |
2024-03-04 |
2024-03-07 |
Not clear |
| Abdullah A Asiri, Ahmad Shaf, Tariq Ali, Muhammad Ahmad Pasha, Aiza Khan, Muhammad Irfan, Saeed Alqahtani, Ahmad Alghamdi, Ali H Alghamdi, Abdullah Fahad A Alshamrani, Magbool Alelyani, Sultan Alamr. Advancing brain tumor detection: harnessing the Swin Transformer's power for accurate classification and performance analysis. PeerJ. Computer science. vol 10. 2024-03-04. PMID:38435590. |
utilizing 21 matrices for performance evaluation across all four classes, these matrices provide a detailed insight into the model's behavior throughout the learning process, furthermore showcasing a graphical representation of confusion matrix, training and validation loss and accuracy. |
2024-03-04 |
2024-03-06 |
Not clear |
| Endang Sri Rahayu, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama, Mauridhi Hery Purnom. A Combination Model of Shifting Joint Angle Changes with 3D-Deep Convolutional Neural Network to Recognize Human Activity. IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. vol PP. 2024-02-29. PMID:38421841. |
model performance was evaluated using the confusion matrix. |
2024-02-29 |
2024-03-03 |
human |
| Heyu Zhang, Yuqiao Zheng, Jieshan L. A novel bearing current signal diagnosis method combining variational modal decomposition and improved random forests. The Review of scientific instruments. vol 95. issue 2. 2024-02-27. PMID:38411468. |
finally, the accuracy rate and confusion matrix are adopted to evaluate the prediction effects of both established and traditional models. |
2024-02-27 |
2024-03-02 |
Not clear |
| Shingo Taki, Takeshi Imura, Tsubasa Mitsutake, Yuji Iwamoto, Ryo Tanaka, Naoki Imada, Hayato Araki, Osamu Arak. Identifying the characteristics of patients with stroke who have difficulty benefiting from gait training with the hybrid assistive limb: a retrospective cohort study. Frontiers in neurorobotics. vol 18. 2024-02-23. PMID:38390525. |
we evaluated the validity of logistic regression analysis by using several indicators, such as the area under the curve (auc), and a confusion matrix. |
2024-02-23 |
2024-02-25 |
human |