Projects: cran: precrec
https://packages.ecosyste.ms/registries/cran.r-project.org/packages/precrec
Calculate Accurate Precision-Recall and ROC (Receiver Operator
Characteristics) Curves
26 versions
Latest release: almost 2 years ago
5 dependent packages
2,580 downloads last month
Enhanced Analysis
Repository Activity:
Repository Owner:
Classifier evaluation (organization)
Classifier evaluation with imbalanced datasets Institutional
Classifier evaluation with imbalanced datasets Institutional
README Analysis:
DOI Found
Science Score: 100/100
Starting Score: 100 points
Bonuses:
-
+15
Institutional repository owner
Repository owned by research institution -
+14
Science terms in README
7 scientific terms found in README -
+10
DOI references
1 DOI references found in README
Penalties:
-
-15
No science keywords
No scientific terms found in keywords/classifiers -
-10
No science terms in description
No scientific terms found in description
Very Likely Science (100)
Papers Mentioning precrec 14
10.1186/s13071-021-04851-x
Data-driven and interpretable machine-learning modeling to explore the fine-scale environmental determinants of malaria vectors biting rates in rural Burkina FasoCited by: 9
Author(s): Paul Taconet, Angélique Porciani, Dieudonné Diloma Soma, Karine Mouline, Frédéric Simard, Alphonsine A. Koffi, Cédric Pennetier, Roch K. Dabiré, Morgan Mangeas, Nicolas Moiroux
Software Mentions: 21
Published: about 4 years ago
10.1080/19490976.2021.1888673
Links between gut microbiome composition and fatty liver disease in a large population sampleCited by: 31
Author(s): Matti O. Ruuskanen, Fredrik Åberg, Ville Männistö, Aki S. Havulinna, Guillaume Méric, Yang Liu, Rohit Loomba, Yoshiki Vázquez-Baeza, Anupriya Tripathi, Liisa Valsta, Michael Inouye, Pekka Jousilahti, Veikko Salomaa, Mohit Jain, Rob Knight, Leo Lahti, Teemu J. Niiranen
Software Mentions: 14
Published: over 4 years ago
10.1371/journal.pone.0235779
Prostate MRI added to CAPRA, MSKCC and Partin cancer nomograms significantly enhances the prediction of adverse findings and biochemical recurrence after radical prostatectomyCited by: 7
Author(s): Kevin Sandeman, Juho Eineluoto, Joona Pohjonen, Andrew Erickson, Tuomas P. Kilpeläinen, Petrus Järvinen, Henrikki Santti, Anssi Pétas, Mika Matikainen, Suvi Marjasuo, Anu Kenttämies, Tuomas Mirtti, Antti Rannikko
Software Mentions: 7
Published: about 5 years ago
10.12688/f1000research.18490.3
Evaluation of methods to assign cell type labels to cell clusters from single-cell RNA-sequencing dataCited by: 38
Author(s): J. Javier Díaz-Mejía, Elaine C. Meng, Alexander R. Pico, Sonya A. MacParland, Troy Ketela, Trevor J. Pugh, Gary D. Bader, John H. Morris
Software Mentions: 7
Published: almost 6 years ago
10.15252/msb.20199195
Improved detection of differentially represented DNA barcodes for high‐throughput clonal phenomicsCited by: 12
Author(s): Yevhen Akimov, Daria Bulanova, Sanna Timonen, Krister Wennerberg, Tero Aittokallio
Software Mentions: 6
Published: over 5 years ago
10.1371/journal.pcbi.1008098
A machine learning and network framework to discover new indications for small moleculesCited by: 8
Author(s): Coryandar Gilvary, Jamal Elkhader, Neel S. Madhukar, Claire Henchcliffe, Marcus D. Goncalves, Olivier Elemento
Software Mentions: 5
Published: almost 5 years ago
10.1371/journal.pone.0242927
Novel methods for epistasis detection in genome-wide association studiesCited by: 7
Author(s): Lotfi Slim, Clément Chatelain, Chloé-Agathe Azencott, Jean-Philippe Vert
Software Mentions: 5
Published: over 4 years ago
10.3389/fcvm.2021.614204
Development and Validation of a Predictive Model for Coronary Artery Disease Using Machine LearningCited by: 7
Author(s): Chen Wang, Yue Zhao, Bingyu Jin, Xuedong Gan, Bin Liang, Yu‐Tao Xiang, Xiaokang Zhang, Zhibing Lu, Fang Zheng
Software Mentions: 4
Published: over 4 years ago
10.1186/s12859-020-3411-3
Hellinger distance-based stable sparse feature selection for high-dimensional class-imbalanced dataCited by: 17
Author(s): Guang‐Hui Fu, Yuan-Jiao Wu, Min-Jie Zong, Jianxin Pan
Software Mentions: 3
Published: over 5 years ago
10.12688/f1000research.16200.2
Predicting transcription factor binding using ensemble random forest modelsCited by: 7
Author(s): Fatemeh Behjati Ardakani, Florian Schmidt, Marcel H. Schulz
Software Mentions: 3
Published: almost 6 years ago
10.3389/fpubh.2020.00475
Characteristic of 523 COVID-19 in Henan Province and a Death Prediction ModelCited by: 24
Author(s): Xiaoxu Ma, Ang Li, Mengfan Jiao, Qingmiao Shi, Xiaocai An, Yonghai Feng, Xing Liu, Hongxia Liang, Jiajun Chen, Huiling Li, Juan Li, Zhigang Ren, Ranran Sun, Guangying Cui, Yongjian Zhou, Ming Huei Cheng, Pengfei Jiao, Yu Wang, Jiyuan Xing, Shen Shen, Qingxian Zhang, Anding Xu, Zujiang Yu
Software Mentions: 3
Published: almost 5 years ago
10.1186/s12859-021-04238-w
Performance of Web tools for predicting changes in protein stability caused by mutationsCited by: 21
Author(s): Anna Marabotti, Eugenio Del Prete, Bernardina Scafuri, Angelo Facchiano
Software Mentions: 2
Published: about 4 years ago
10.3390/cancers13092273
Implications of Standardized Uptake Values of Oral Squamous Cell Carcinoma in PET-CT on Prognosis, Tumor Characteristics and Mitochondrial DNA HeteroplasmyCited by: 2
Author(s): Lukas Latzko, Bernd Schöpf, Hansi Weißensteiner, Federica Fazzini, Liane Fendt, Eberhard Steiner, Emanuel Bruckmoser, Georg Schäfer, Roy Moncayo, Helmut Klocker, Johannes Laimer
Software Mentions: 1
Published: about 4 years ago
10.1186/s12877-021-02199-6
Validation of the professional good care scale in nursing homes (GCS-NH)Cited by: 6
Author(s): Gema Pérez-Rojo, Javier López, Cristina Noriega, José Ángel Martínez-Huertas, Cristina Velasco
Software Mentions: 1
Published: over 4 years ago