82
Table 60: Gaussian Naive Bayes on the split multiclass test set (validation)
precision recall f1-score support
back
1.00
0.08
0.15
9634
buffer_overflow 0.35
0.09
0.14
82
ftp_write
1.00
0.04
0.08
147
guess_passwd
1.00
1.00
1.00
40
imap
1.00
0.80
0.89
10
ipsweep
0.99
0.31
0.47
9198
land
1.00
0.70
0.82
20
loadmodule
0.89
0.04
0.08
197
multihop
0.40
0.04
0.07
54
neptune
1.00
1.00
1.00
32873
nmap
0.18
0.43
0.26
510
normal
0.64
0.98
0.78
35421
perl
1.00
1.00
1.00
2
phf
1.00
1.00
1.00
4
pod
1.00
0.90
0.95
177
portsweep
0.89
0.58
0.70
3529
rootkit
0.83
0.00
0.01
1108
satan
0.01
0.66
0.02
53
smurf
1.00
0.93
0.96
2307
spy
1.00
1.00
1.00
1
teardrop
1.00
0.30
0.46
2448
warezclient
0.37
0.13
0.20
1924
warezmaster
1.00
0.01
0.02
1039
accuracy
0.76
100778
macro avg
0.81
0.52
0.52
100778
weighted avg
0.85
0.76
0.72
100778