It is well-known that the architecture of a neural network (NN) plays a crucial role on its generalisation capabilities. While conventional NN training algorithms assume a pre-defined NN architecture before training starts, constructive neural network (CoNN) algorithms define the architecture of the NN along with its training. This paper describes the proposal of a new two-class CoNN algorithm named OffTiling, suitable for continuous valued domains and slightly inspired by two other CoNN algorithms found in the literature, the Offset, designed for learning in Boolean domains and the two-class CoNN Tiling algorithm. A comparative analysis of the OffTiling versus four other CoNN algorithms, namely the Pyramid, Tiling, PTI and the TilingLike in ten knowledge domains is presented, showing that the OffTiling can be a competitive algorithm as far as the performance of the network is concerned.
- Inderscience Publishers
- A two-class constructive neural network algorithm for continuous ...
Hydraulic crusher-Silent type and other buildings demolition
Hydraulic crusher, Silent type and other buildings demolition operationsCrusher clamp installed in the excavator, from the excavator, hydraulic crusher jaw plate and fixed jaw fixed to achieve the effect of concrete crushing, concrete reinforcement can be recycled. Hydraulic crusher by the clamp body, hydraulic cylinder, movable jaw and fixed jaw composed of hydraulic cylinder hydraulic crusher to provide power.Working Principle of Hydraulic CrusherThe external hydraulic system provides hydraulic pressure to the...
The Dangers Of Buying Used Equipment Online
With all of the used waste handling and recycling websites available to consumers today, it is no wonder that businesses are buying more used equipment online than ever before. While shopping on Craigslist, Ebay, and other liquidation auction sites might seem like a good way to save money, be careful of the dangers that come with buying non-certified pre-owned balers or compactors. What seems too good to be true usually is! Harmony Enterprises recommends buying or renting new or used waste handling and recycling...
Harmony Europe Is More Than Equipment
More Than Equipment Harmony Europe, located in Toulouse, France, has been the subsidiary office of Harmony Enterprises for the past ten years. Although they are a direct extension of Harmony Enterprises, Harmony Europe is responsible for a wide range of business outside of the continental United States. This office has done an incredible job with equipment sales, service, and special projects throughout France, Europe, and Northern Africa. But, Harmony Europe’s capability is more than equipment. Harmony...
What can a Screening Bucket do ?
It Might be Quicker to tell you What it can’t do Being a bucket it is an attachment that can enhance your digger to became a mobile screening plant, offering the flexibility to sift material as need arise on site, minimising waste. Therefore, avoiding back and forth with trucks reduces processing time, so less costs also means more time available. But advantages are not only economically and ecologically, because an MB Crusher screening bucket can be use in limitless applications from the primary selection...
MB Crusher High Altitude Cutter for Pipeline Project
Even today in Bolivia saying that something is ‘worth a Potosì’ is to say that it is worth a fortune. And just by passing through the streets of Potosì and listening to the stories of the former miners about the history of the city, you become aware of the beauty and magic of what was once one of the richest cities in the world. And not only one of the richest. Today Potosì is one of the highest cities in the world, at 4090 m above sea level. It has been a UNESCO World Heritage...