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Metalearning Applications to Data Mining

Metalearning Applications to Data Mining
Metalearning: Applications to Data Mining by Pavel Brazdil , Christophe Giraud-Carrier , Carlos Soares , Ricardo Vilalta
English | PDF(True) | 2009 | 182 Pages | ISBN : 3540732624 | 6.7 MB
Metalearning is the study of principled methods that exploit metaknowledge to obtain efficient models and solutions by adapting machine learning and data mining processes. While the variety of machine learning and data mining techniques now available can, in principle, provide good model solutions, a methodology is still needed to guide the search for the most appropriate model in an efficient way. Metalearning provides one such methodology that allows systems to become more effective through experience.

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Medication Madness

Medication Madness
Peter Breggin, "Medication Madness"
English | ISBN: 031256550X | 2009 | 402 pages | PDF | 2 MB
In Medication Madness, psychiatrist Peter R. Breggin, M.D., describes how people taking psychiatric medication can experience abnormal behavioral reactions, including suicide, violence, emotional breakdowns, and criminal acts. Dr. Breggin explains his concept of "medication spellbinding": individuals taking psychiatric drugs may have no idea whatsoever that their mental conditions are deteriorating and that their actions are no longer under control. He proves his argument by documenting dozens of cases from his practice and his consultations in legal cases.

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