"In this paper we describe a method for the classification of EEG signal based on machine learning methods. We analyzed the data from an EEG experiment consisting of affective picture stimuli presentation, and tested automatic recognition of the individual emotional states from the EEG signal using Bayes classifier. We also identified correlation between the classification error and the extroversion-introversion personality trait measured by EPQ-R test." . "Lhotsk\u00E1, Lenka" . "RIV/68407700:21230/10:00166169" . . "Maca\u0161, Martin" . "2"^^ . "978-80-01-04513-8" . "4"^^ . . . . "The Emotional States Classification based on the EEG" . . "4"^^ . "Vavre\u010Dka, Michal" . "RIV/68407700:21230/10:00166169!RIV11-AV0-21230___" . "2010-02-22+01:00"^^ . . . "The Emotional States Classification based on the EEG"@en . . "[953D9D5510CC]" . . "\u010Cesk\u00E9 vysok\u00E9 u\u010Den\u00ED technick\u00E9 v Praze" . "Gerla, V\u00E1clav" . "The Emotional States Classification based on the EEG"@en . "EEG; emoce; klasifikace; Bayes"@en . "Praha" . "The Emotional States Classification based on the EEG" . "257024" . "Praha" . . . . . . . "P(1ET101210512)" . "Workshop 2010" . . "In this paper we describe a method for the classification of EEG signal based on machine learning methods. We analyzed the data from an EEG experiment consisting of affective picture stimuli presentation, and tested automatic recognition of the individual emotional states from the EEG signal using Bayes classifier. We also identified correlation between the classification error and the extroversion-introversion personality trait measured by EPQ-R test."@en . . . . . "21230" .