By Suykens J.
• risks of classical neural nets• SVM homes and conventional SVM classifier• similar kernelbased studying tools• Use of the "kernel trick" (Mercer Theorem)• LS-SVMs: extending the SVM framework• in the direction of a subsequent iteration of universally acceptable models?• the matter of studying and generalization
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Extra resources for A short Introduction to Support Vector Machines and Kernelbased Learning
Since the number of childcare facilities is insufficient, 17 women are said to be having fewer children or abstaining from having children altogether, due to the double burden of child rearing and paid employment (Esping-Andersen 2002b, pp. 63–6). Other factors which contribute to the substantial demographic changes we are witnessing include shifting attitudes towards children and family (Huinink 1995) and social policy arrangements which make having children for the purpose of old-age security unnecessary (Sinn 2002).
7 per cent between 1964 and 1973 (Seeleib-Kaiser 1996, pp. 7 High unemployment, which characterised the economic situation of the 1930s as well as the immediate post-war era, seemed to be a problem of the past. 1 per cent at its peak. 4 below) and full employment was achieved once more. Sickness insurance and the extent of fringe benefits After strikes in the shipbuilding industry in the mid-1950s, sickness insurance became statutory for all blue- and white-collar workers. In 1969, a further reform made it obligatory for employers to pay 100 per cent of a worker’s prior earnings during the first six weeks of his sickness.
2 The overall state budget, which takes into account the expenditures of the Länder (states), counties and municipalities, as well as the social insurance schemes, even produced a small surplus (Sturm 1998, p. 187). By contrast, the period directly following unification in 1990 was characterised by a massive increase in public spending and a widening budget deficit, due to the immediate financial needs of German unification (Zohlnhöfer 2003). 7 billion in 1990 and continued to rise to 52 billion in 1991 (Hinrichs 2002b, p.