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SYSTEM AND APPLICATION SOFTWARE the programs and other operating information used by a computer is known as software. Software can be of various types. Two of the types are: 1) System software  2) Application software SYSTEM SOFTWARE: System software is a type of computer program that is designed to run a computer's hardware and application programs. APPLICATION SOFTWARE: An application is any program, or group of programs, that is designed for the end user. Applications software include such things as database programs, word processors, Web browsers and spreadsheets.  COMPARISON BETWEEN SYSTEM AND APPLICATION SOFTWARE: Some comparison between system and application software are as follows: 1) An application is any program, or group of programs, that is designed for the end user. Applications software include such things as database programs, word processors, Web browsers and spreadsheets and application software is b...

TYPES OF COMPUTER On the basis of size there are four types of computer. They are minicomputer, micro computer, mainframe computer and super computer. Among all the four types super computer draws the first place with comparison to speed and functionality along with performing multiple tasks at the same time. There are also some types varied for their unique functionality and aspects: Each category excels at specific functions: Servers, personal computers, embedded systems.  SUPER COMPUTER: These are arguably the most powerful in terms of speed and accuracy. They are types of computers used in solving complex mathematical computations. They are capable of executing trillions of instructions per second, which is calculated in floating point operations per second also known  as FLOPS. Supercomputers can go even faster with the rate of petaFLOPS (or P FLOPS). This could bring up their processing numbers up to the quadrillion. MINICOMPUTER: Minicomputers are general...

  INPUT AND OUTPUT DEVICES   WHAT IS INPUT DEVICE? An input device is a part of computer hardware i n computing system  equipment used to provide data and control signals to an information processing unit such as a computer or information appliance. Input devices include keyboards, mouse, scanners, digital cameras, joysticks, and microphones. WHAT IS OUTPUT DEVICE? An output device is any peripheral that receives data from a computer, usually for display, projection, or physical reproduction. For example, the image shows an inkjet printer, an output device that can make a hard copy of anything shown on the monitor. COMPARISON BETWEEN INPUT AND OUTPUT DEVICES: The major comparison between an input and output devices are as follows: 1) An input device sends information to a computer system for processing, and an output device reproduces or displays the results of that processing. 2) An input device is any hardware device ...

* RANDOM FOREST * Random forests or random decision forests are an ensemble learning process based on the training set for classification, regression and other tasks that operate by constructing a decision trees or multiple individual trees by the principle of some basic algorithms ensuring class prediction. Random forest is the collective principal of individual trees entrusting different purposes and classification. It is based on a decision tree and multiple random forest trees for regression purpose. Node splitting is a basic principal for the individual tree decisions conducting individual outcomes or predictions based on random subset of features for each trees for solid outcomes instead of any progressive error. The most significant determinant in this process is based on the principal training set resulting the whole forest. It compiles the whole outputs from decision trees after classification and the presents a final outcome.  Basic random forest processing...