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课程目录:( c$ t* Y: B( I. d
01_Linear_Support_Vector_Machine
6 R$ a+ E% m; _/ {* Q# P; Y02_Dual_Support_Vector_Machine
( N" {& F8 m4 I l03_Kernel_Support_Vector_Machine
0 w" T0 W i( {0 \8 m/ |04_Soft-Margin_Support_Vector_Machine Z V9 }; D! O3 ?! A, j' A
05_Kernel_Logistic_Regression
, @* k' |0 S% g7 L06_Support_Vector_Regression
" ?3 l V( n$ w/ h, s07_Blending_and_Bagging
1 r) I( o5 u" {" C* M! o J08_Adaptive_Boosting6 _2 p B$ S: ]) b9 Y
09_Decision_Tree. v! L) H# K+ _3 |) ?
10_Random_Forest
1 O3 z4 U% v0 z+ x11_Gradient_Boosted_Decision_Tree
6 D B3 i9 D' `0 [- A( j. M7 L12_Neural_Network
3 h" ?& R5 d0 J: y5 g8 s13_Deep_Learning3 m' Z+ m" t- w, t/ p
14_Radial_Basis_Function_Network( @. `: F3 F5 q& n
15_Matrix_Factorization
/ O' j7 k$ b) S16_Finale/ H2 \4 O4 Q( I* y* C
1 g6 j R4 T, C! {: z% w6 w* p) r
2 o7 r0 r6 U( @- E4 E; X' j( i S. {. d& e) i$ X
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