Last Updated - 2016-08-17
The previous July model round 2 predicted model of 53092 (using H20).
Actual July Round 1 Actual Premium 53000 , with differences of 92.
The model will now add in new data and attempt to forecast the August 2016 COE Premium Category A Round 1.
Data source is from here.
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## H2O is not running yet, starting it now...
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## Note: In case of errors look at the following log files:
## C:\Users\admin\AppData\Local\Temp\RtmpyMh33v/h2o_admin_started_from_r.out
## C:\Users\admin\AppData\Local\Temp\RtmpyMh33v/h2o_admin_started_from_r.err
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## Starting H2O JVM and connecting: Connection successful!
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## R is connected to the H2O cluster:
## H2O cluster uptime: 1 seconds 251 milliseconds
## H2O cluster version: 3.8.3.3
## H2O cluster name: H2O_started_from_R_admin_sen264
## H2O cluster total nodes: 1
## H2O cluster total memory: 7.10 GB
## H2O cluster total cores: 8
## H2O cluster allowed cores: 8
## H2O cluster healthy: TRUE
## H2O Connection ip: localhost
## H2O Connection port: 54321
## H2O Connection proxy: NA
## R Version: R version 3.3.0 (2016-05-03)## Connection successful!
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## R is connected to the H2O cluster:
## H2O cluster uptime: 1 seconds 575 milliseconds
## H2O cluster version: 3.8.3.3
## H2O cluster name: H2O_started_from_R_admin_sen264
## H2O cluster total nodes: 1
## H2O cluster total memory: 7.10 GB
## H2O cluster total cores: 8
## H2O cluster allowed cores: 8
## H2O cluster healthy: TRUE
## H2O Connection ip: localhost
## H2O Connection port: 54321
## H2O Connection proxy: NA
## R Version: R version 3.3.0 (2016-05-03)##
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|==========================================================================================| 100%## Variable Importances:
## variable relative_importance scaled_importance percentage
## 1 PQP 1630964547584.000000 1.000000 0.854855
## 2 BIDS 173138313216.000000 0.106157 0.090749
## 3 QUOTA 57246380032.000000 0.035100 0.030005
## 4 DIFF 46534123520.000000 0.028532 0.024390##
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