Autism is a spectrum disorder, meaning a person can be a little autistic or very autistic, and individuals can have varying symptoms. The term broad autism phenotype describes an even wider range of individuals who exhibit problems with personality, language, and social-behavioral characteristics at a level that is considered to be higher than average but lower than is diagnosable with autism.
What is Data Mining ? Data Mining is the computational process of discovering patterns, trends and behaviors, in large data sets using artificial intelligence, machine learning, statistics, and database systems. The overall goal of the data mining process is to extract information from a data set and transform it into an understandable structure for further use. Data mining is considered as a synonym for another popularly used term, known as KDD, knowledge discovery in databases. Data mining is an essential step in the process of predictive analytics.
Data mining is the practice of automatically searching large stores of data to discover patterns and trends that go beyond simple analysis. Data mining uses sophisticated mathematical algorithms to segment the data and evaluate the probability of future events.igure 1-1 illustrates the phases, and the iterative nature, of a data mining project. The process flow shows that a data mining project does not stop when a particular solution is deployed. The results of data mining trigger new business questions, which in turn can be used to develop more focused models.