“Extreme Turbidity Event Prediction & Monitoring”
Terbolesa i cabal en la serie estadística estudiada
PROBABILIDAD DE EPISODIO DE ALTA TURBIDEZ LAS PROXIMAS 12 Y 24H (MACHINE LEARNING)
## Trobats 16 episodis amb terbolesa > 499.9 amb una separació mínima de 48 hores entre episodis per considerar-los episodis diferents.
## Connection successful!
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## R is connected to the H2O cluster:
## H2O cluster uptime: 1 hours 4 minutes
## H2O cluster timezone: Europe/Madrid
## H2O data parsing timezone: UTC
## H2O cluster version: 3.42.0.2
## H2O cluster version age: 1 year, 2 months and 25 days
## H2O cluster name: H2O_started_from_R_agbar_hqo005
## H2O cluster total nodes: 1
## H2O cluster total memory: 12.74 GB
## H2O cluster total cores: 40
## H2O cluster allowed cores: 40
## H2O cluster healthy: TRUE
## H2O Connection ip: localhost
## H2O Connection port: 54321
## H2O Connection proxy: NA
## H2O Internal Security: FALSE
## R Version: R version 4.2.2 (2022-10-31)
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## [1] "Predicción de EAT para las próximas 12h. Análisis de las últimas 6h (0=SIN EAT, 1=EAT)"
## predict p0 p1
## 12568 0 0.9997285 0.0002714691
## 12569 0 0.9998722 0.0001278000
## 12570 0 0.9998292 0.0001708176
## 12571 0 0.9991110 0.0008890422
## 12572 0 0.9930662 0.0069338031
## 12573 0 0.9801827 0.0198172577
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## [1] "Predicción de EAT para las próximas 24h. Análisis de las últimas 6h (0=SIN EAT, 1=EAT)"
## predict p0 p1
## 12568 0 0.9993916 0.0006084467
## 12569 0 0.9984175 0.0015825055
## 12570 0 0.9984631 0.0015368946
## 12571 0 0.9977219 0.0022781768
## 12572 0 0.9924403 0.0075596417
## 12573 0 0.9890209 0.0109791420