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课程目录:
. j8 P: e. l1 u+ R01_Linear_Support_Vector_Machine4 o* u h5 x) q5 F3 P0 b
02_Dual_Support_Vector_Machine
- J6 \7 o" ~% L+ Z/ x03_Kernel_Support_Vector_Machine3 [, R* F- _. X/ ?) R2 R
04_Soft-Margin_Support_Vector_Machine
/ p5 P2 `& e5 X% B05_Kernel_Logistic_Regression
- E9 G! L% L& o- b06_Support_Vector_Regression4 I) j$ Z3 L F. Z
07_Blending_and_Bagging
3 u, T+ Q- t9 `7 ]08_Adaptive_Boosting
1 p* t0 y; U3 q5 ]/ c09_Decision_Tree
: V; V5 k2 x1 }# M/ T2 B& d1 A8 M10_Random_Forest- l# D: D' O0 Y0 b2 a' a! V$ h2 O
11_Gradient_Boosted_Decision_Tree0 b. }4 r4 m, e0 J+ l4 e
12_Neural_Network
% f0 m( W/ S: a- G( \13_Deep_Learning
3 P7 t8 t1 J0 z6 ~# n14_Radial_Basis_Function_Network
; Q0 G* C2 |/ L+ b [% Q: x15_Matrix_Factorization
; s. g0 [" g$ R9 [. U5 J16_Finale4 A* Q+ P( `: t* \# f! i0 y
' I6 _8 o" r7 w9 v- P2 j
9 q8 Q; E+ K* l5 g& {" Q! @$ |8 U& p, @ u4 }
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