Energy consumption prediction. v: 1.0
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Use example data for testing the application
Latitud
Longitud
Data loading
Set up
Training...
References
Indicaciones
Load a .csv file containing energy consumptio in the first column.
Select the method to train the data with in the Training pannel
Use the model for obtaining hourly future prediction in the Set up pannel
CSV dataset
Weather predictions for the chosen coordinates
Choose model
mlp_2020-01-28 17:42:13.RData
mlp_2020-04-22 17:46:09.RData
mlp_2020-09-08 15:58:04.RData
mlp_2020-11-21 00:31:37.RData
mlp_2020-11-21 22:16:13.RData
mlp_2021-03-05 09:52:39.RData
mlp_2021-06-09 11:38:36.RData
mlp_2021-06-11 16:35:31.RData
mlp_2021-06-13 18:20:48.RData
mlp_2021-06-13 18:53:54.RData
mlp_2021-06-13 19:28:45.RData
mlp_2021-06-13 19:35:00.RData
mlp_2021-06-14 17:21:18.RData
mlp_2021-06-14 20:43:35.RData
mlp_2021-06-15 14:09:41.RData
mlp_2021-06-16 10:33:47.RData
mlp_2021-07-14 11:22:10.RData
mlp_2023-05-03 22:19:44.RData
rf_2020-11-21 00:31:51.RData
rf_2020-11-21 22:16:16.RData
rf_2021-03-05 09:52:47.RData
rf_2021-03-05 10:03:59.RData
rf_2021-06-09 11:39:38.RData
rf_2021-06-13 19:28:56.RData
rf_2021-06-13 19:35:08.RData
rf_2021-06-14 17:21:27.RData
rf_2021-06-14 20:43:45.RData
rf_2021-06-15 14:10:03.RData
rf_2021-07-14 11:22:25.RData
svm_2020-11-21 00:31:46.RData
svm_2021-06-09 11:39:32.RData
svm_2021-06-13 18:54:22.RData
svm_2021-06-13 19:28:50.RData
svm_2021-06-13 19:35:03.RData
svm_2021-06-14 17:21:22.RData
svm_2021-06-14 20:43:40.RData
svm_2021-06-14 21:11:19.RData
svm_2021-06-15 14:09:54.RData
svm_2021-06-16 10:34:02.RData
Holiday
Prediction here
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Region where prediction is going to be carried out
Resultados
Seleccione el método a aplicar:
Multi Layer Perceptron
Support Vector Regressor
Random Forest
Metrics
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Important packages
(2014, 27 de Febrero) How to calculate IC50
Sciencegateway.org
Commo, Frederic y Bot, Briant (2016). R package nplr: n-parameter logistic regressions
cran.r-project.org
Sebaugh, J.L. (2011). Guidelines for accurate EC50/IC50 estimation. Pharmaceutical Statistics 10(2), 128-134.
onlinelibrary.wiley.com
H. Wickham. ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York, 2009.
cran.r-project.org
Other bibliography and references
Maurandi Lopez, Antonio; del Río Alonso, Laura y Balsalobre Rodríguez, Carlos (2013).
Fundamentos estadísticos para investigación. Introducción a R
. Murcia: Bubok Publishing S.L.
James, Gareth; Witten, Daniela; Hastie, Trevor y Tibshirani, Rober (2013).
An Introduction to Statistical Learning with Aplications in R
. New York: Springer.
Sección de Apoyo Estadístico,
SAI
, Univ de Murcia.
web
,
Blog
.