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SVM - Maximum Margin
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Expression 11: "b" equals negative 33.3 3
b
=
−
3
3
.
3
3
negative 33.3 3
−
3
3
.
3
3
10
1
0
11
Expression 12: "c" equals 1.5
c
=
1
.
5
negative 5
−
5
5
5
12
Data
Data
13
"x" Subscript, 3 , Baseline
x
3
"y" Subscript, 3 , Baseline
y
3
r1c3:
"a" Subscript, 2 , Baseline
a
2
"a" squared "k"
a
2
2
k
r2c3:
r3c3:
"a" Subscript, 4 , Baseline
a
4
"a" squared "k"
a
2
4
k
r4c3:
"a" Subscript, 5 , Baseline
a
5
"a" squared "k"
a
2
5
k
r5c3:
0
0
negative 0.0 5 "t"
−
0
.
0
5
t
r6c3:
r7c3:
r8c3:
14
Expression 15: "a" Subscript, 2 , Baseline equals negative 0.2 5
a
2
=
−
0
.
2
5
negative 10
−
1
0
10
1
0
15
Expression 16: "a" Subscript, 4 , Baseline equals 0.4
a
4
=
0
.
4
negative 10
−
1
0
10
1
0
16
Expression 17: "a" Subscript, 5 , Baseline equals 0.3
a
5
=
0
.
3
negative 10
−
1
0
10
1
0
17
"x" Subscript, 7 , Baseline
x
7
"y" Subscript, 7 , Baseline
y
7
"b" Subscript, 1 , Baseline
b
1
"b" squared "k"
b
2
1
k
r1c3:
"b" Subscript, 2 , Baseline
b
2
"b" squared "k"
b
2
2
k
r2c3:
r3c3:
r4c3:
18
Expression 19: "b" Subscript, 1 , Baseline equals negative 0.1
b
1
=
−
0
.
1
negative 10
−
1
0
10
1
0
19
Expression 20: "b" Subscript, 2 , Baseline equals 0.1
b
2
=
0
.
1
negative 10
−
1
0
10
1
0
20
Kernel Trick
Kernel Trick
21
Expression 22: "k" equals 1
k
=
1
0
0
1
1
22
23
powered by
powered by
Margin
"x"
x
"y"
y
"a" squared
a
2
"a" Superscript, "b" , Baseline
a
b
7
7
8
8
9
9
over
÷
functions
(
(
)
)
less than
<
greater than
>
4
4
5
5
6
6
times
×
| "a" |
|
a
|
,
,
less than or equal to
≤
greater than or equal to
≥
1
1
2
2
3
3
negative
−
A B C
StartRoot, , EndRoot
pi
π
0
0
.
.
equals
=
positive
+
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