2019

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2022

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2021

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2020

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5 Abs. 1 Telemediengesetz (TMG) ====== Fachschaftsrat Informatik\\ Technische Universität Dortmund\\ Otto-Hahn-Straße 14\\ 44227 Dortmund\\ Die Fachschaft Informatik ist gem. § 56 Abs. 1 Satz 1 des Gesetzes [...] Landes Nordrhein-Westfalen (HG NRW) ergänzt durch §25 Abs. 1 der Satzung der Studierendenschaft der TU Dortmund und festgesetzt nach §2 Abs. 1 Satz 4 der Fachschaftsrahmenordnung der TU Dortmund eine vom …

Plugin Operator Reference 37 8.1 Text . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 38 8.1.1 Crawler . . . . . . . . . . . . . . . . . . . . . . . . . . . 38 8.1.2 DictionaryStemmer . . . [...] . . . . . . . . . . . . 39 8.1.3 EnglishStopwordFilter . . . . . . . . . . . . . . . . . . . 39 8.1.4 FeatureExtraction . . . . . . . . . . . . . . . . . . . . . 40 8.1.5 GermanStemmer . . . . . . . [...] . . . . . . . . . . . . . 41 8.1.6 GermanStopwordFilter . . . . . . . . . . . . . . . . . . . 42 8.1.7 LogFileSource . . . . . . . . . . . . . . . . . . . . . . . 42 8.1.8 LovinsStemmer . . . . . . . …

Multi-objective Analysis of Machine Learning Algorithms Using Model-based Optimization Techniques

● ● ● ● ● ● ● ● ● ● ● ● X(1) X(2 ) βTx − β0 = 0 βTx − β0 = − 1 βTx − β0 = 1 ● ● Class −1 Class 1 ξi ξi ξi ξi ξi Figure 2.1 Example classification problem for classes -1 and 1. The solid line corresponds [...] formulate the so-called dual OP max α∈Rn n ∑ i=1 αi − 1 2 n ∑ i=1 n ∑ j=1 αiα jyiy jΨ(xxxi) T Ψ(xxx j) (2.1) subject to n ∑ i=1 yiαi = 0 and 0 ≤ αi ≤C ∀ i ∈ {1, . . . ,n}. This OP does no longer depend on [...] ●●●●● ●●●●● ●●●●● ●●●● ● ●● ●● ● ●● ●● ● ●● ● ●● ●●●●● ●●●● ●● ● ● ● ● ●●● ● ●● ●● 1e−02 1e−01 1e+00 1e+01 1e+02 0.1 0.2 0.3 0.4 0.5 MMCE tra in in g tim e 0.05 0.2 0.5 Subsample Rate (a) Grid Search ● …

cora.dvi

oddsratio(sit_1,1.7). number_of_strata(sit_1,2). diff_prob(sit_1,0.1). gini_ratio_cases(sit_1,1). gini_ratio_ratio(sit_1,0). gini_ratio_prob(sit_1,1). number_of_cases(sit_1,1,20). number_of_cases(sit_1,2,30). [...] ols(sit_1,1,60). number_of_controls(sit_1,2,90). prob(sit_1,1,0.2). prob(sit_1,2,0.3). ratio_cc(sit_1,1,3). ratio_cc(sit_1,2,3). mean_cases(sit_1,25). mean_controls(sit_1,75). mean_prob(sit_1,0.25). m [...] ones: MP1(S,P1,R): S(Est) & P1(Sit) --> R(Sit,Est). MP2(S,P1,P2,R): S(Est) & P1(Sit) & P2(Sit) --> R(Sit,Est). MP3(S,P1,P2,P3,R): S(Est) & P1(Sit) & P2(Sit) & P3(Sit) --> R(Sit,Est). MP4(S,P1,P2,P3,P4 …