Computer Methods and Programs in Biomedicine
A Comparative Study of Machine Learning Methods for Detecting Promoters in Bacterial DNA Sequences
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Revisiting the evaluation of defect prediction models
PROMISE '09 Proceedings of the 5th International Conference on Predictor Models in Software Engineering
Computational Intelligence Methods for Bioinformatics and Biostatistics
Generating a non-English subjectivity lexicon: relations that matter
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Predicting O-glycosylation sites in mammalian proteins by using SVMs
Computational Biology and Chemistry
Markov model variants for appraisal of coding potential in plant DNA
ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications
Novelty detection in patient histories: experiments with measures based on text compression
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Large scale fingerprint mining
Proceedings of the Tenth International Workshop on Multimedia Data Mining
Environmental Modelling & Software
Replication of defect prediction studies: problems, pitfalls and recommendations
Proceedings of the 6th International Conference on Predictive Models in Software Engineering
Combining indicators of allophony
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Performance comparison of item-to-item skills models with the IRT single latent trait model
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Journal of Biomedical Informatics
Arevir: a secure platform for designing personalized antiretroviral therapies against HIV
DILS'06 Proceedings of the Third international conference on Data Integration in the Life Sciences
Isolation-Based Anomaly Detection
ACM Transactions on Knowledge Discovery from Data (TKDD)
Effect of BI-RADS assessment in improving CAD of masses
IWDM'10 Proceedings of the 10th international conference on Digital Mammography
Artificial Intelligence in Medicine
Using a shallow linguistic kernel for drug-drug interaction extraction
Journal of Biomedical Informatics
Simulating spatial-temporal pulse events in criminal site selection problems
Proceedings of the 2012 Symposium on Agent Directed Simulation
LNA: Fast Protein Structural Comparison Using a Laplacian Characterization of Tertiary Structure
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Comparison of lesion size using area and volume in full field digital mammograms
IWDM'12 Proceedings of the 11th international conference on Breast Imaging
Evaluation of gene ontology semantic similarities on protein interaction datasets
International Journal of Bioinformatics Research and Applications
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Summary: ROCR is a package for evaluating and visualizing the performance of scoring classifiers in the statistical language R. It features over 25 performance measures that can be freely combined to create two-dimensional performance curves. Standard methods for investigating trade-offs between specific performance measures are available within a uniform framework, including receiver operating characteristic (ROC) graphs, precision/recall plots, lift charts and cost curves. ROCR integrates tightly with R's powerful graphics capabilities, thus allowing for highly adjustable plots. Being equipped with only three commands and reasonable default values for optional parameters, ROCR combines flexibility with ease of usage. Availability:http://rocr.bioinf.mpi-sb.mpg.de. ROCR can be used under the terms of the GNU General Public License. Running within R, it is platform-independent. Contact: tobias.sing@mpi-sb.mpg.de