Error Boundaries
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example of the topic without any formatting Please help improve this article if you can. (April 2016) (Learn how and when to remove this template message) Boundary testing or boundary value analysis, is where test cases are react render try catch generated using the extremes of the input domain, e.g. maximum, minimum, just inside/outside boundaries, typical react safe render values, and error values. It is similar to Equivalence Partitioning but focuses on "corner cases".[1][2] Because the boundary values are defined as
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those values on the edge of a partition, we have identified the following boundary values: -$0.01 (an invalid boundary value because it is at the edge of an invalid partition), $0.00, $100.00, $100.01, $999.99 and $1000.00, https://twitter.com/dan_abramov/status/678389873787723776 all valid boundary values. So by applying boundary value analysis we will have six tests for boundary values. Open boundaries are very difficult to test, but there are different ways to approach them. Actually the best solution to the problem is to find out what the boundary should be specified as. One approach is to go back to the specification to see if a maximum has been stated somewhere else for a https://en.wikipedia.org/wiki/Boundary_testing balance amount. If so, then we know what our boundary value is. Another approach might be to investigate other related areas of the system. For example, the field that holds the account balance figure may be only six figures plus two decimal figures. This would give a maximum account balance of $999,999.99 so we could use that as our maximum boundary value. If we still are not able to find anything about what this boundary should be, then we probably need to use an intuitive or experience-based approach to check it by entering various large values trying to make it fail. We can consider another example of Boundary value analysis where we can apply it to the whole of a string of characters (e.g. a name or address). The number of characters in the string is a partition, e.g. between 1 and 30 characters is the valid partition with valid boundaries of 1 and 30. The invalid boundaries would be 0 characters (null, just hit the Return key) and 31 characters. Both of these should produce an error message. The Boundary value analysis or Boundary testing is a test design technique that is used to find the errors at boundaries of input domain rather than in the center of input. Equivalence Partitioning and Boundary value anal
& Bioassays Resources...DNA & RNABLAST (Basic Local Alignment Search Tool)BLAST (Stand-alone)E-UtilitiesGenBankGenBank: BankItGenBank: http://www.ncbi.nlm.nih.gov/pubmed/25892299 SequinGenBank: tbl2asnGenome WorkbenchInfluenza VirusNucleotide DatabasePopSetPrimer-BLASTProSplignReference Sequence (RefSeq)RefSeqGeneSequence http://datascience.stackexchange.com/questions/13016/find-boundaries-for-a-smallest-mean-error Read Archive (SRA)SplignTrace ArchiveUniGeneAll DNA & RNA Resources...Data & SoftwareBLAST (Basic Local Alignment Search Tool)BLAST (Stand-alone)Cn3DConserved Domain Search Service (CD Search)E-UtilitiesGenBank: BankItGenBank: SequinGenBank: tbl2asnGenome ProtMapGenome WorkbenchPrimer-BLASTProSplignPubChem Structure SearchSNP Submission error handling ToolSplignVector Alignment Search Tool (VAST)All Data & Software Resources...Domains & StructuresBioSystemsCn3DConserved Domain Database (CDD)Conserved Domain Search Service (CD Search)Structure (Molecular Modeling Database)Vector Alignment Search Tool (VAST)All Domains & Structures Resources...Genes & ExpressionBioSystemsDatabase of Genotypes and Phenotypes js error handling (dbGaP)E-UtilitiesGeneGene Expression Omnibus (GEO) Database Gene Expression Omnibus (GEO) DatasetsGene Expression Omnibus (GEO) ProfilesGenome WorkbenchHomoloGeneMap ViewerOnline Mendelian Inheritance in Man (OMIM)RefSeqGeneUniGeneAll Genes & Expression Resources...Genetics & MedicineBookshelfDatabase of Genotypes and Phenotypes (dbGaP)Genetic Testing RegistryInfluenza VirusMap ViewerOnline Mendelian Inheritance in Man (OMIM)PubMedPubMed Central (PMC)PubMed Clinical QueriesRefSeqGeneAll Genetics & Medicine Resources...Genomes & MapsDatabase of Genomic Structural Variation (dbVar)GenBank: tbl2asnGenomeGenome ProjectGenome ProtMapGenome WorkbenchInfluenza VirusMap ViewerNucleotide DatabasePopSetProSplignSequence Read Archive (SRA)SplignTrace ArchiveAll Genomes & Maps Resources...HomologyBLAST (Basic Local Alignment Search Tool)BLAST (Stand-alone)BLAST Link (BLink)Conserved Domain Database (CDD)Conserved Domain Search Service (CD Search)Genome ProtMapHomoloGeneProtein ClustersAll Homology Resources...LiteratureBookshelfE-UtilitiesJournals in NCBI DatabasesMeSH DatabaseNCBI HandbookNCBI Help ManualNCBI NewsPubMedPubMed Central (PMC)PubMed Clinical QueriesPubMed HealthAll Literature Resources...ProteinsBioSystemsBL
here for a quick overview of the site Help Center Detailed answers to any questions you might have Meta Discuss the workings and policies of this site About Us Learn more about Stack Overflow the company Business Learn more about hiring developers or posting ads with us Data Science beta Questions Tags Users Badges Unanswered Ask Question _ Data Science Stack Exchange is a question and answer site for Data science professionals, Machine Learning specialists, and those interested in learning more about the field. Join them; it only takes a minute: Sign up Here's how it works: Anybody can ask a question Anybody can answer The best answers are voted up and rise to the top Find boundaries for a smallest mean error up vote 1 down vote favorite I am new at deep learning, but willing to learn. I have this problem. Have 5 inputs: A,B,C,D,E(columns in CSV) that gives me 1 or 0. A,B,C,D or E can be between 0 and 100. For example, a combination of values of these letters will give me 0 or 1. A | B | C | D | E 20, 61, 42, 90, 3 will give me 1 20, 31, 2, 61, 20 will give me 0 Idea is this if A is up to 20 or less, B is up to 61 or less, C is 42 or less, D is 90 or more and E is 3 or more, it will give me 1. The problem number one is next, I need to find boundaries(Max and Min values) for these numbers. I do not know which column should be Max or Min. So I need to find these boundaries that will give me the smallest mean error. The problem number two, this is more like next step, sometimes, some of the columns just do not apply to give 0 or 1, they are just relevant, so I need to find relevant columns, and set for example that column to be 100 or less, or 0 or more. Except writing python code to load CSV, and some research regarding Logistic and Linear regressions, and other algorithms like Nearest Neiber I am kinda stuck, need advice in which direction to go. Any sample math, the code would be amazing. Hope I have explain it good, really sorry if it is not, please let me know, and I will try to make it clearer. Thank you. classification neuralnetwork deep-learning theano keras share|i