Several scholars such as the late Prof. Eta Linnemann suggested that the original authors of New Testament Gospels wrote their work independently from each others, that is called independence source hypothesis. Meanwhile others including Mark Goodacre wrote that even the Gospel of Thomas was written by acknowledging earlier sources from Synoptic Gospels. In this short review article we are humbly suggesting that it is possible that each of authors of Synoptic Gospels, the John Gospel and even the Thomas Gospel, were writing their work both independently based on their own memory recollection, and partly influenced by Holy Spirits’s inspiration, and also based on other earlier sources such as Quelle from Hebrew material, that we can preferably call the process as Multiple Ensemble Learning model of Gospels in New Testament. Small contribution of the present article is to clarify the process with more clarity scheme based on methods known in machine learning.