-
Notifications
You must be signed in to change notification settings - Fork 0
/
log.txt
91 lines (76 loc) · 1.97 KB
/
log.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
NAIVE BAYES CLASSIFICATION
Prediction Accuracy for 2019 NBA MVPs
0.9320754716981132
Confusion Matrix
[[489 36]
[ 0 5]]
Classification Report
precision recall f1-score support
False 1.00 0.93 0.96 525
True 0.12 1.00 0.22 5
accuracy 0.93 530
macro avg 0.56 0.97 0.59 530
weighted avg 0.99 0.93 0.96 530
Potential MVPs for NBA 2019 (NB)
Anthony Davis : FP
Ben Simmons : FP
Blake Griffin : FP
Bradley Beal : FP
Brandon Ingram : FP
Collin Sexton : FP
D'Angelo Russell : FP
Damian Lillard : FP
De'Aaron Fox : FP
DeMar DeRozan : FP
Deandre Ayton : FP
Devin Booker : FP
Donovan Mitchell : FP
Giannis Antetokounmpo : TP
JaKarr Sampson : FP
Jamal Murray : FP
James Harden : TP
Joel Embiid : FP
John Collins : FP
John Wall : FP
Jrue Holiday : FP
Julius Randle : FP
Karl-Anthony Towns : FP
Kawhi Leonard : FP
Kemba Walker : FP
Kevin Durant : FP
Kyle Kuzma : FP
Kyrie Irving : FP
Lauri Markkanen : FP
LeBron James : FP
Luka Doncic : FP
Mike Conley : FP
Nikola Jokic : TP
Nikola Vucevic : FP
Paul George : TP
Russell Westbrook : FP
Stephen Curry : TP
Tobias Harris : FP
Trae Young : FP
Victor Oladipo : FP
Zach LaVine : FP
SVM CLASSIFICATION
Prediction Accuracy for 2019 NBA MVPs
0.9905660377358491
Confusion Matrix
[[523 2]
[ 3 2]]
Classification Report
precision recall f1-score support
False 0.99 1.00 1.00 525
True 0.50 0.40 0.44 5
accuracy 0.99 530
macro avg 0.75 0.70 0.72 530
weighted avg 0.99 0.99 0.99 530
Potential MVPs for NBA 2019 (SVM)
Giannis Antetokounmpo : TP
James Harden : TP
Kevin Durant : FP
LeBron James : FP
Nikola Jokic : FN
Paul George : FN
Stephen Curry : FN