VOCABULARY 1: LEARNING AND DOING
... I’ll ask Jeff to pick up an extra copy of the handout and I can borrow his lecture notes_ Professor Barnes is the only lecturer who gives handouts and his reading lists really save me a lot of ... (12.) doing a postgraduate degree, but decided it was time to get a job and earn some money (Most people go to state schools but some parents pay to send their children to private schools In...
Ngày tải lên: 04/10/2016, 13:45
VOCABULARY 1: LEARNING AND DOING
... algebra, geometry, calculus, etc The study of elements and how they combine and react The study of financial systems 10 Playing instruments and singing Exercise 13 Complete the dialogue with the ... There were lots of (2.) and the teachers were very (3.) We had to stand up whenever a teacher came into the room Once a week we had a (4.) and anybody who got a (5.) ... teacher PE teach...
Ngày tải lên: 14/10/2016, 10:15
... ones that encourage me to choose the thesis: An investigation into learning and teaching English vocabulary at Cua Lo high school and some suggested activities to help students learn better Aims ... === an investigation into learning and teaching english vocabulary at cua lo high school and some suggested activities...
Ngày tải lên: 18/12/2013, 10:08
... Intermediate level at FLC-HPU? What is the main reasons of the difficulties in vocabulary teaching and learning at Pre – Intermediate level at FLC-HPU? Do games help learners at Pre – Intermediate ... language teaching and their relevance to vocabulary 1.4 Recent research about teaching and learning second language vocabul...
Ngày tải lên: 29/01/2014, 14:36
Data Analysis Machine Learning and Applications Episode 1 Part 1 doc
... 10 9 10 8 13 4 12 6 13 0 14 0 13 8 17 9 16 6 14 41 0.7 15 3 200 19 8 16 8 17 7 16 0 17 3 17 2 18 5 18 7 17 39 22 18 10 7 12 7 12 9 16 2 54 55 71 1 31 116 15 0 10 3 10 4 14 7 14 6 14 9 11 9 10 5 61 62 14 4 12 2 10 1 11 7 13 3 11 1 ... 15 4 18 0 200 17 5 17 8 17 6 19 9 15 0 12 4 77 0.6 15 3 17 4 18 6 15 1 14 8 12 0 14 3 10 8 11 4 13 5...
Ngày tải lên: 05/08/2014, 21:21
Data Analysis Machine Learning and Applications Episode 1 Part 2 potx
... Proc of 26 th DAGM-Symposium Springer, 22 0 22 7 HAASDONK, B and BURKHARDT, H (20 07): Invariant kernels for pattern analysis and machine learning Machine Learning, 68, 35– 61 SCHÖLKOPF, B and SMOLA, ... Networks, 12 (5), 987–997 TITSIAS, M K and LIKAS, A (20 02) : Mixtures of Experts Classification Using a Hierarchical Mixture Model Neural Computation, 14 , 22 21 22 44...
Ngày tải lên: 05/08/2014, 21:21
Data Analysis Machine Learning and Applications Episode 1 Part 3 docx
... Classification Time 03 : 13 .60 00 :14 . 73 00 :14 . 63 Classif Accuracy % 95.78 % 91. 01 % 91. 01 % USPS (Min-Max) RBF Kernel 17 5 51. 5 5 51. 5 1. 37 13 .14 1. 05 1. 04 13 . 23 1. 05 H1-SVM H1-SVM RBF/H1 RBF/H1 Gr-Heu Gr-Heu ... taken 200 200 18 0 18 0 16 0 16 0 14 0 14 0 12 0 12 0 10 0 10 0 80 80 60 60 40 40 20 20 20 40 60 80 10 0 12 0 14 0 16 0 18 0 200 20 40 6...
Ngày tải lên: 05/08/2014, 21:21
Data Analysis Machine Learning and Applications Episode 1 Part 4 pptx
... 0.978 81 0.39823 1. 00000 0. 616 15 0.99 843 0.62620 1. 00000 0. 542 75 1. 00000 0.9 94 41 0.53337 96 .44 % 0.03 313 0 . 14 44 0 median 0.0 210 7 0.85 840 0.00088 0.99062 0.0 017 7 1. 00000 0. 342 31 0.90252 0 .18 1 94 0. 844 63 ... 0.53576 0.90705 0. 340 71 0.60606 0 .44 997 0.872 24 0.6 013 9 0. 848 88 0.608 21 0.8 718 3 0 .11 946 0.87399 0 .4 318 0 0.96372 0 .45 915 0.9 849 8...
Ngày tải lên: 05/08/2014, 21:21
Data Analysis Machine Learning and Applications Episode 1 Part 5 pdf
... COPK-Means ssALife with U*C 71 65. 7 10 0 96.4 55 .2 10 0 10 0 93.4 90 10 0 10 0 10 0 10 0 10 0 10 0 10 0 10 0 96.3 Fig Density defined clustering problem EngyTime: (a) partially labeled data (b) ssALife produced ... 0.626 0. 314 0 .56 6 0. 050 0 .11 2 0.062 0.680 0.600 15 1 = classes for the 0. 912 0. 452 0.366 0. 658 0.088 0.944 0.872 0.930 0. 310 0.390 0.006 0.060 0.008 0.02...
Ngày tải lên: 05/08/2014, 21:21
Data Analysis Machine Learning and Applications Episode 1 Part 6 docx
... repeat (c1 , c2 ) ← 10 : 11 : 12 : 13 : argmax c1 ,c2 ∈P∧(c1 ×c2 )∩Rcl = sim(c1 , c2 ) if sim(c1 , c2 ) ≥ then P ← (P \ {c1 , c2 }) ∪ {c1 ∪ c2 } end if until sim(c1 , c2 ) < 14 : return P 15 : end procedure ... Name) (x1 , x2 ) (x1 , x3 ) (x2 , x3 ) (Product Name) 0 .6 0 .1 0.0 0 0.0 76 0.849 0. 860 Feature Vector P[xi ≡ x j ] (0 .6, 1, 0.0 76) (0 .1, 0, 0.849) (0.0, 0, 0. 860 ) 0.8...
Ngày tải lên: 05/08/2014, 21:21
Data Analysis Machine Learning and Applications Episode 1 Part 7 doc
... follows: (t +1) (t +1) K |··· ∼ W 1( t +1) |··· k ∼ N (nk ⎛ , k =1 | · · · ∼ D( + n1 , , + nK ), (t +1) |··· k (t) 1 1 ) k + 2g , (2h + (t) 1 k + ) 1 (nk ∼ W ⎝2 + nk , (2 (t +1) (t) 1 yk + k + i:zi ... 363– 375 11 8 Marco Di Zio and Ugo Guarnera DI ZIO, M., GUARNERA, U and LUZI, O (20 07) : Imputation through finite Gaussian mixture models Computational Statistics and Data Anal...
Ngày tải lên: 05/08/2014, 21:21
Data Analysis Machine Learning and Applications Episode 1 Part 8 ppsx
... Kerf1 =1 Tie =1 Walle=3 Pin=3 Black=2 Walle=2 Kerf2 =1 Pin =1 Hat =1 Keyri =1 Sculp =1 Umbre =1 Trays =1 Fem-T =1 Light =1 MetWa =1 Cap =1 Trayp=3 Silve=3 Hat=3 Trays=3 Umbre=3 Factor - 14 .13 % Tie=3 SkinW =1 ... Application 18 9 umbh Umbrella Hat Tie Kerchief1 Kerchief2 T shirt T shirt V Sweater Cap Trayplas Trayleather Backpack Bag Cup 0.75 0.90 0.72 0 .88 0. 91 0 .85 0 .8...
Ngày tải lên: 05/08/2014, 21:21
Data Analysis Machine Learning and Applications Episode 1 Part 9 doc
... Ncube, 19 85; Lowry et al., 19 92 ; Jackson, 19 91 ; Liu, 19 95 ; Kourti and MacGregor, 19 96 , MacGregor, 19 97 ) In particular, we focus on the approach based on PLS components proposed by Kourti and MacGregor ... In particular, the bootstrap approach to estimate control 202 Rosaria Lombardo, Amalia Vanacore and Jean-Francçois Durand limits (Wu and Wang, 19 97 ; Jones a...
Ngày tải lên: 05/08/2014, 21:21
Data Analysis Machine Learning and Applications Episode 1 Part 10 ppt
... viol c4–c4 c4–e4 c4–g4 c4–a4 c4–c5 1 1 1 1 1 1 1∗ 1 1∗ 1 1 instrument notes flu guit pian trum viol c4–c4 c4–e4 c4–g4 c4–a4 c4–c5 1 1 1 1 1 1 1∗ 1 1 1∗ 1 1 4.3 Results with extended polyphonic ... 68,50 75 ,10 tion Optimality 97,40 96,60 96 ,10 96 ,10 96 ,10 81, 90 90,40 91, 00 90,50 Note: TCCS, POLCOURT and SCSCIENCE stand for “Teacher, Clerck and Civil Servan...
Ngày tải lên: 05/08/2014, 21:21