Matches in SemOpenAlex for { <https://semopenalex.org/work/W3158123229> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W3158123229 endingPage "69-80" @default.
- W3158123229 startingPage "69-80" @default.
- W3158123229 abstract "The paper presents the classification and regression model developed for the rainfall forecasting of Nagpur, Pune, Mumbai and Delhi rainfall data set for the year 2008 to 2014. The research work used regression algorithms Regression Tree(RT), Multiple Linear Regression(MLR), Support Vector Machine(SVM) and Artificial Neural Network(ANN) for the development of regression model and found SVM as the best performing model using PCA as dimensionality reduction technique. The goodness of fit and predictive skill measures were used to compare the models. The classifiers Random Forest(RF),Decision Tree(DT), Naive Bayes(NB) and K-nearest Neighbour(KNN) and found DT and NB models best classification models both before and after application of PCA using confusion matrix ." @default.
- W3158123229 created "2021-05-10" @default.
- W3158123229 creator A5002868585 @default.
- W3158123229 date "2020-08-01" @default.
- W3158123229 modified "2023-09-26" @default.
- W3158123229 title "Design of Data Mining Tools for Rainfall Forecasting" @default.
- W3158123229 hasPublicationYear "2020" @default.
- W3158123229 type Work @default.
- W3158123229 sameAs 3158123229 @default.
- W3158123229 citedByCount "0" @default.
- W3158123229 crossrefType "journal-article" @default.
- W3158123229 hasAuthorship W3158123229A5002868585 @default.
- W3158123229 hasConcept C105795698 @default.
- W3158123229 hasConcept C119857082 @default.
- W3158123229 hasConcept C12267149 @default.
- W3158123229 hasConcept C124101348 @default.
- W3158123229 hasConcept C138602881 @default.
- W3158123229 hasConcept C152877465 @default.
- W3158123229 hasConcept C154945302 @default.
- W3158123229 hasConcept C169258074 @default.
- W3158123229 hasConcept C33923547 @default.
- W3158123229 hasConcept C41008148 @default.
- W3158123229 hasConcept C48921125 @default.
- W3158123229 hasConcept C50644808 @default.
- W3158123229 hasConcept C52001869 @default.
- W3158123229 hasConcept C58489278 @default.
- W3158123229 hasConcept C64946054 @default.
- W3158123229 hasConcept C70518039 @default.
- W3158123229 hasConcept C83546350 @default.
- W3158123229 hasConcept C84525736 @default.
- W3158123229 hasConceptScore W3158123229C105795698 @default.
- W3158123229 hasConceptScore W3158123229C119857082 @default.
- W3158123229 hasConceptScore W3158123229C12267149 @default.
- W3158123229 hasConceptScore W3158123229C124101348 @default.
- W3158123229 hasConceptScore W3158123229C138602881 @default.
- W3158123229 hasConceptScore W3158123229C152877465 @default.
- W3158123229 hasConceptScore W3158123229C154945302 @default.
- W3158123229 hasConceptScore W3158123229C169258074 @default.
- W3158123229 hasConceptScore W3158123229C33923547 @default.
- W3158123229 hasConceptScore W3158123229C41008148 @default.
- W3158123229 hasConceptScore W3158123229C48921125 @default.
- W3158123229 hasConceptScore W3158123229C50644808 @default.
- W3158123229 hasConceptScore W3158123229C52001869 @default.
- W3158123229 hasConceptScore W3158123229C58489278 @default.
- W3158123229 hasConceptScore W3158123229C64946054 @default.
- W3158123229 hasConceptScore W3158123229C70518039 @default.
- W3158123229 hasConceptScore W3158123229C83546350 @default.
- W3158123229 hasConceptScore W3158123229C84525736 @default.
- W3158123229 hasIssue "8" @default.
- W3158123229 hasLocation W31581232291 @default.
- W3158123229 hasOpenAccess W3158123229 @default.
- W3158123229 hasPrimaryLocation W31581232291 @default.
- W3158123229 hasRelatedWork W1520834529 @default.
- W3158123229 hasRelatedWork W194129146 @default.
- W3158123229 hasRelatedWork W1974146167 @default.
- W3158123229 hasRelatedWork W2040395995 @default.
- W3158123229 hasRelatedWork W2080117414 @default.
- W3158123229 hasRelatedWork W2114755535 @default.
- W3158123229 hasRelatedWork W2117131941 @default.
- W3158123229 hasRelatedWork W2131862928 @default.
- W3158123229 hasRelatedWork W2163344585 @default.
- W3158123229 hasRelatedWork W2328807154 @default.
- W3158123229 hasRelatedWork W2375744043 @default.
- W3158123229 hasRelatedWork W2904270605 @default.
- W3158123229 hasRelatedWork W2953969340 @default.
- W3158123229 hasRelatedWork W2970033419 @default.
- W3158123229 hasRelatedWork W2980175032 @default.
- W3158123229 hasRelatedWork W3019128534 @default.
- W3158123229 hasRelatedWork W3021542710 @default.
- W3158123229 hasRelatedWork W3098413034 @default.
- W3158123229 hasRelatedWork W3142625522 @default.
- W3158123229 hasRelatedWork W3210153185 @default.
- W3158123229 hasVolume "7" @default.
- W3158123229 isParatext "false" @default.
- W3158123229 isRetracted "false" @default.
- W3158123229 magId "3158123229" @default.
- W3158123229 workType "article" @default.