"as its consequence" is correct and usable in written English.
It is often used to introduce a result or outcome of a previous action or statement. For example: "The company failed to meet its sales targets, and as its consequence, it had to lay off several employees."
It is obvious that the noisy data and outliers will cause a bad training process and, as its consequence, it will decrease the forecasting performance.
But a painter's assistant is paid, the skills he learns are valuable, and, in any case, over sufficiently long a term, as everyone knows, there is nothing that does not have as its consequence death.
Here, while the FNN demonstrates the premises (If-Part) of the fuzzy model, the PNN is implemented as its consequence (Then-Part).
So, in this paper we adopt stepwise regression to analyze and select the variables and, as its consequence, to improve the forecasting accuracy of the system.
Cooling dynamics simulations, according to the model described before, have been performed in order to calculate the typical thermal transient time and, as its consequence, the maximum switching frequency (Fig. 6c).
As a result, vital activity is accompanied by a parallel mutagenesis and, as its consequence, the organism is gradually "creeping up into carcinogenesis" (Lichtenstein 2009).
It no longer seems absurd, as its consequences continue to ramify, to say that Marcel Duchamp's invention of the readymade was as startling an intellectual innovation as the contemporary intellectual breakthroughs of Freud and Einstein.
(3) Did your doctors provide information on radiotherapy (e.g., whether it was mandatory, as well as its consequences, benefits and drawbacks) before your surgical treatment decision?
(4) Did your doctors provide information on chemotherapy (e.g., whether it was mandatory, as well as its consequences, benefits and drawbacks) before your surgical treatment decision?
(5) Did your doctors provide information on hormone therapy (e.g., whether it was mandatory, as well as its consequences, benefits and drawbacks) before your surgical treatment decision?
Does it not have material and spiritual evil as its consequences, which far exceed whatever good might result?
