| 1-1 |
|
LSTM |
75% |
0.78 | 0.01 | 0.07 | 0.00 | 0.15 |
0.97 | 0.00 | 0.00 | 0.00 | 0.03 |
0.86 | 0.00 | 0.10 | 0.00 | 0.05 |
|
|
CNN |
87% |
0.86 | 0.00 | 0.00 | 0.00 | 0.87 |
0.99 | 0.00 | 0.00 | 0.00 | 0.93 |
0.92 | 0.00 | 0.00 | 0.00 | 0.90 |
|
|
MultinomialNB |
27% |
0.90 | 0.10 | 0.11 | 0.00 | 0.30 |
0.15 | 0.85 | 0.06 | 0.00 | 0.97 |
0.26 | 0.18 | 0.07 | 0.00 | 0.46 |
|
|
SGDClassifier |
66% |
0.81 | 0.01 | 0.00 | 0.00 | 0.48 |
0.82 | 0.03 | 0.00 | 0.00 | 0.18 |
0.82 | 0.01 | 0.00 | 0.00 | 0.16 |
|
|
BernoulliNB |
23% |
0.69 | 0.03 | 0.05 | 0.02 | 0.44 |
0.14 | 0.32 | 0.04 | 0.01 | 0.95 |
0.23 | 0.06 | 0.04 | 0.01 | 0.60 |
|
|
PassiveAggressiveClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 2-1 |
|
LSTM |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
CNN |
86% |
0.86 | 0.00 | 0.00 | 0.00 | 0.86 |
0.99 | 0.00 | 0.00 | 0.00 | 0.91 |
0.92 | 0.00 | 0.00 | 0.00 | 0.88 |
|
|
MultinomialNB |
27% |
0.91 | 0.10 | 0.11 | 0.00 | 0.31 |
0.14 | 0.86 | 0.07 | 0.00 | 0.98 |
0.24 | 0.17 | 0.09 | 0.00 | 0.47 |
|
|
SGDClassifier |
78% |
0.80 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.89 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
BernoulliNB |
23% |
0.66 | 0.03 | 0.06 | 0.03 | 0.44 |
0.14 | 0.27 | 0.06 | 0.00 | 0.95 |
0.23 | 0.05 | 0.06 | 0.00 | 0.61 |
|
|
PassiveAggressiveClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 5-1 |
|
LSTM |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
CNN |
85% |
0.85 | 0.00 | 0.00 | 0.00 | 0.79 |
0.98 | 0.00 | 0.00 | 0.00 | 0.79 |
0.91 | 0.00 | 0.00 | 0.00 | 0.79 |
|
|
MultinomialNB |
26% |
0.91 | 0.09 | 0.11 | 0.00 | 0.33 |
0.13 | 0.87 | 0.09 | 0.00 | 0.99 |
0.23 | 0.17 | 0.10 | 0.00 | 0.49 |
|
|
SGDClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
BernoulliNB |
20% |
0.64 | 0.05 | 0.06 | 0.00 | 0.43 |
0.10 | 0.48 | 0.07 | 0.00 | 0.92 |
0.17 | 0.08 | 0.06 | 0.00 | 0.59 |
|
|
PassiveAggressiveClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 10-1 |
|
LSTM |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
CNN |
86% |
0.86 | 0.00 | 0.00 | 0.00 | 0.85 |
0.98 | 0.00 | 0.00 | 0.00 | 0.92 |
0.92 | 0.00 | 0.00 | 0.00 | 0.88 |
|
|
MultinomialNB |
26% |
0.92 | 0.08 | 0.13 | 0.00 | 0.37 |
0.13 | 0.86 | 0.12 | 0.00 | 1.00 |
0.23 | 0.15 | 0.12 | 0.00 | 0.54 |
|
|
SGDClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
BernoulliNB |
20% |
0.66 | 0.03 | 0.08 | 0.00 | 0.43 |
0.10 | 0.34 | 0.11 | 0.00 | 0.99 |
0.17 | 0.06 | 0.09 | 0.00 | 0.60 |
|
|
PassiveAggressiveClassifier |
83% |
0.83 | 0.00 | 0.00 | 0.00 | 0.83 |
0.99 | 0.00 | 0.00 | 0.00 | 0.58 |
0.90 | 0.00 | 0.00 | 0.00 | 0.68 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 1-2 |
|
LSTM |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
CNN |
86% |
0.86 | 0.00 | 0.00 | 0.00 | 0.90 |
0.99 | 0.00 | 0.00 | 0.00 | 0.87 |
0.92 | 0.00 | 0.00 | 0.00 | 0.88 |
|
|
MultinomialNB |
27% |
0.91 | 0.11 | 0.12 | 0.00 | 0.26 |
0.15 | 0.85 | 0.06 | 0.00 | 0.95 |
0.25 | 0.19 | 0.08 | 0.00 | 0.41 |
|
|
SGDClassifier |
82% |
0.81 | 0.00 | 0.13 | 0.00 | 0.90 |
1.00 | 0.00 | 0.00 | 0.00 | 0.40 |
0.89 | 0.00 | 0.00 | 0.00 | 0.55 |
|
|
BernoulliNB |
22% |
0.66 | 0.03 | 0.07 | 0.00 | 0.43 |
0.14 | 0.25 | 0.07 | 0.00 | 0.93 |
0.23 | 0.05 | 0.07 | 0.00 | 0.59 |
|
|
PassiveAggressiveClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 2-2 |
|
LSTM |
75% |
0.77 | 0.00 | 0.04 | 0.00 | 0.18 |
0.96 | 0.00 | 0.02 | 0.00 | 0.02 |
0.86 | 0.00 | 0.03 | 0.00 | 0.04 |
|
|
CNN |
86% |
0.86 | 0.00 | 0.00 | 0.00 | 0.86 |
0.99 | 0.00 | 0.00 | 0.00 | 0.90 |
0.92 | 0.00 | 0.00 | 0.00 | 0.88 |
|
|
MultinomialNB |
27% |
0.91 | 0.10 | 0.10 | 0.00 | 0.32 |
0.14 | 0.87 | 0.06 | 0.00 | 0.97 |
0.25 | 0.17 | 0.08 | 0.00 | 0.48 |
|
|
SGDClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
BernoulliNB |
21% |
0.67 | 0.05 | 0.05 | 0.00 | 0.43 |
0.11 | 0.47 | 0.06 | 0.00 | 0.93 |
0.18 | 0.08 | 0.05 | 0.00 | 0.59 |
|
|
PassiveAggressiveClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 5-2 |
|
LSTM |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
CNN |
85% |
0.85 | 0.00 | 0.00 | 0.00 | 0.79 |
0.98 | 0.00 | 0.00 | 0.00 | 0.81 |
0.91 | 0.00 | 0.00 | 0.00 | 0.80 |
|
|
MultinomialNB |
26% |
0.92 | 0.09 | 0.12 | 0.00 | 0.35 |
0.13 | 0.89 | 0.10 | 0.00 | 0.97 |
0.23 | 0.16 | 0.11 | 0.00 | 0.51 |
|
|
SGDClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
BernoulliNB |
19% |
0.65 | 0.06 | 0.07 | 0.00 | 0.42 |
0.07 | 0.64 | 0.10 | 0.00 | 0.91 |
0.13 | 0.11 | 0.08 | 0.00 | 0.57 |
|
|
PassiveAggressiveClassifier |
79% |
0.79 | 0.00 | 0.00 | 0.00 | 0.84 |
1.00 | 0.00 | 0.00 | 0.00 | 0.17 |
0.88 | 0.00 | 0.00 | 0.00 | 0.28 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 10-2 |
|
LSTM |
79% |
0.79 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
CNN |
82% |
0.83 | 0.00 | 0.00 | 0.00 | 0.68 |
0.98 | 0.00 | 0.00 | 0.00 | 0.53 |
0.90 | 0.00 | 0.00 | 0.00 | 0.60 |
|
|
MultinomialNB |
26% |
0.93 | 0.08 | 0.12 | 0.00 | 0.37 |
0.14 | 0.87 | 0.11 | 0.00 | 1.00 |
0.24 | 0.15 | 0.11 | 0.00 | 0.54 |
|
|
SGDClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
BernoulliNB |
20% |
0.66 | 0.03 | 0.08 | 0.00 | 0.43 |
0.10 | 0.35 | 0.11 | 0.00 | 0.99 |
0.17 | 0.06 | 0.09 | 0.00 | 0.59 |
|
|
PassiveAggressiveClassifier |
83% |
0.83 | 0.00 | 0.00 | 0.00 | 0.83 |
0.99 | 0.00 | 0.00 | 0.00 | 0.58 |
0.90 | 0.00 | 0.00 | 0.00 | 0.68 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 1-5 |
|
LSTM |
77% |
0.78 | 0.00 | 0.00 | 0.00 | 0.37 |
1.00 | 0.00 | 0.00 | 0.00 | 0.01 |
0.87 | 0.00 | 0.10 | 0.00 | 0.02 |
|
|
CNN |
86% |
0.85 | 0.00 | 0.00 | 0.00 | 0.91 |
0.99 | 0.00 | 0.00 | 0.00 | 0.82 |
0.92 | 0.00 | 0.00 | 0.00 | 0.86 |
|
|
MultinomialNB |
27% |
0.91 | 0.11 | 0.12 | 0.00 | 0.27 |
0.15 | 0.85 | 0.06 | 0.00 | 0.96 |
0.25 | 0.19 | 0.08 | 0.00 | 0.42 |
|
|
SGDClassifier |
74% |
0.78 | 0.05 | 0.00 | 0.00 | 0.00 |
0.93 | 0.05 | 0.00 | 0.00 | 0.00 |
0.85 | 0.05 | 0.00 | 0.00 | 0.00 |
|
|
BernoulliNB |
19% |
0.63 | 0.04 | 0.05 | 0.00 | 0.39 |
0.10 | 0.37 | 0.07 | 0.00 | 0.88 |
0.17 | 0.07 | 0.06 | 0.00 | 0.54 |
|
|
PassiveAggressiveClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 2-5 |
|
LSTM |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
CNN |
86% |
0.86 | 0.00 | 0.00 | 0.00 | 0.89 |
0.99 | 0.00 | 0.00 | 0.00 | 0.88 |
0.92 | 0.00 | 0.00 | 0.00 | 0.88 |
|
|
MultinomialNB |
27% |
0.93 | 0.09 | 0.14 | 0.00 | 0.33 |
0.14 | 0.89 | 0.09 | 0.00 | 0.96 |
0.25 | 0.17 | 0.11 | 0.00 | 0.50 |
|
|
SGDClassifier |
79% |
0.79 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
BernoulliNB |
19% |
0.66 | 0.05 | 0.06 | 0.00 | 0.40 |
0.08 | 0.57 | 0.09 | 0.00 | 0.90 |
0.14 | 0.10 | 0.07 | 0.00 | 0.55 |
|
|
PassiveAggressiveClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.75 |
1.00 | 0.00 | 0.00 | 0.00 | 0.03 |
0.87 | 0.00 | 0.00 | 0.00 | 0.05 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 5-5 |
|
LSTM |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
CNN |
85% |
0.85 | 0.00 | 0.00 | 0.00 | 0.79 |
0.98 | 0.00 | 0.00 | 0.00 | 0.81 |
0.91 | 0.00 | 0.00 | 0.00 | 0.80 |
|
|
MultinomialNB |
26% |
0.94 | 0.09 | 0.14 | 0.00 | 0.34 |
0.14 | 0.88 | 0.12 | 0.00 | 0.97 |
0.24 | 0.16 | 0.13 | 0.00 | 0.50 |
|
|
SGDClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
BernoulliNB |
20% |
0.62 | 0.03 | 0.08 | 0.00 | 0.40 |
0.10 | 0.33 | 0.12 | 0.00 | 0.90 |
0.17 | 0.06 | 0.10 | 0.00 | 0.55 |
|
|
PassiveAggressiveClassifier |
80% |
0.80 | 0.00 | 0.00 | 0.00 | 0.80 |
0.99 | 0.00 | 0.00 | 0.00 | 0.27 |
0.89 | 0.00 | 0.00 | 0.00 | 0.40 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 10-5 |
|
LSTM |
79% |
0.79 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
CNN |
84% |
0.85 | 0.00 | 0.00 | 0.00 | 0.74 |
0.98 | 0.00 | 0.00 | 0.00 | 0.71 |
0.91 | 0.00 | 0.00 | 0.00 | 0.72 |
|
|
MultinomialNB |
26% |
0.93 | 0.08 | 0.12 | 0.00 | 0.37 |
0.14 | 0.84 | 0.12 | 0.00 | 1.00 |
0.24 | 0.15 | 0.12 | 0.00 | 0.54 |
|
|
SGDClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
BernoulliNB |
18% |
0.61 | 0.03 | 0.09 | 0.00 | 0.40 |
0.08 | 0.28 | 0.14 | 0.00 | 0.99 |
0.14 | 0.05 | 0.11 | 0.00 | 0.57 |
|
|
PassiveAggressiveClassifier |
82% |
0.82 | 0.00 | 0.00 | 0.00 | 0.75 |
0.99 | 0.00 | 0.00 | 0.00 | 0.45 |
0.90 | 0.00 | 0.00 | 0.00 | 0.57 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 1-10 |
|
LSTM |
77% |
0.78 | 0.00 | 0.00 | 0.00 | 0.37 |
1.00 | 0.00 | 0.00 | 0.00 | 0.01 |
0.87 | 0.00 | 0.00 | 0.00 | 0.02 |
|
|
CNN |
86% |
0.85 | 0.00 | 0.00 | 0.00 | 0.91 |
0.99 | 0.00 | 0.00 | 0.00 | 0.82 |
0.92 | 0.00 | 0.00 | 0.00 | 0.86 |
|
|
MultinomialNB |
26% |
0.91 | 0.09 | 0.10 | 0.00 | 0.30 |
0.14 | 0.85 | 0.05 | 0.00 | 0.96 |
0.24 | 0.16 | 0.06 | 0.00 | 0.46 |
|
|
SGDClassifier |
82% |
0.81 | 0.00 | 0.13 | 0.00 | 0.90 |
1.00 | 0.00 | 0.00 | 0.00 | 0.40 |
0.89 | 0.00 | 0.00 | 0.00 | 0.55 |
|
|
BernoulliNB |
19% |
0.62 | 0.04 | 0.05 | 0.00 | 0.38 |
0.09 | 0.42 | 0.07 | 0.00 | 0.88 |
0.15 | 0.07 | 0.06 | 0.00 | 0.53 |
|
|
PassiveAggressiveClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 2-10 |
|
LSTM |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.50 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
CNN |
86% |
0.86 | 0.00 | 0.00 | 0.00 | 0.89 |
0.99 | 0.00 | 0.00 | 0.00 | 0.88 |
0.92 | 0.00 | 0.00 | 0.00 | 0.88 |
|
|
MultinomialNB |
25% |
0.91 | 0.09 | 0.11 | 0.00 | 0.32 |
0.13 | 0.85 | 0.08 | 0.00 | 0.96 |
0.23 | 0.16 | 0.09 | 0.00 | 0.48 |
|
|
SGDClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
BernoulliNB |
18% |
0.63 | 0.05 | 0.06 | 0.00 | 0.39 |
0.07 | 0.53 | 0.09 | 0.00 | 0.90 |
0.13 | 0.09 | 0.07 | 0.00 | 0.54 |
|
|
PassiveAggressiveClassifier |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.81 |
1.00 | 0.00 | 0.00 | 0.00 | 0.01 |
0.87 | 0.00 | 0.00 | 0.00 | 0.03 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.81 |
1.00 | 0.00 | 0.00 | 0.00 | 0.01 |
0.87 | 0.00 | 0.00 | 0.00 | 0.03 |
|
| 5-10 |
|
LSTM |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
CNN |
85% |
0.85 | 0.00 | 0.00 | 0.00 | 0.79 |
0.98 | 0.00 | 0.00 | 0.00 | 0.79 |
0.91 | 0.00 | 0.00 | 0.00 | 0.79 |
|
|
MultinomialNB |
25% |
0.24 | 0.15 | 0.11 | 0.00 | 0.52 |
0.14 | 0.84 | 0.11 | 0.00 | 0.96 |
0.93 | 0.08 | 0.12 | 0.00 | 0.36 |
|
|
SGDClassifier |
78% |
0.78 | 0.00 | 0.06 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
BernoulliNB |
18% |
0.12 | 0.10 | 0.08 | 0.00 | 0.54 |
0.07 | 0.59 | 0.11 | 0.00 | 0.89 |
0.63 | 0.05 | 0.06 | 0.00 | 0.39 |
|
|
PassiveAggressiveClassifier |
82% |
0.82 | 0.00 | 0.00 | 0.00 | 0.76 |
0.99 | 0.00 | 0.00 | 0.00 | 0.49 |
0.90 | 0.00 | 0.00 | 0.00 | 0.59 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 10-10 |
|
LSTM |
79% |
0.79 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.88 | 0.00 | 0.00 | 0.00 | 0.00 |
|
|
CNN |
73% |
0.83 | 0.00 | 0.00 | 0.00 | 0.53 |
0.80 | 0.00 | 0.00 | 0.00 | 0.32 |
0.86 | 0.00 | 0.00 | 0.00 | 0.36 |
|
|
MultinomialNB |
26% |
0.24 | 0.13 | 0.12 | 0.00 | 0.56 |
0.14 | 0.80 | 0.12 | 0.00 | 1.00 |
0.92 | 0.07 | 0.13 | 0.00 | 0.39 |
|
|
SGDClassifier |
76% |
0.80 | 0.00 | 0.07 | 0.00 | 0.50 |
0.96 | 0.00 | 0.07 | 0.00 | 0.00 |
0.87 | 0.00 | 0.07 | 0.00 | 0.00 |
|
|
BernoulliNB |
19% |
0.13 | 0.08 | 0.09 | 0.00 | 0.55 |
0.07 | 0.54 | 0.12 | 0.00 | 0.98 |
0.71 | 0.05 | 0.07 | 0.00 | 0.39 |
|
|
PassiveAggressiveClassifier |
83% |
0.84 | 0.00 | 0.33 | 0.00 | 0.72 |
0.98 | 0.00 | 0.00 | 0.00 | 0.62 |
0.90 | 0.00 | 0.00 | 0.00 | 0.67 |
|
|
XGBoost |
78% |
0.78 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.87 | 0.00 | 0.00 | 0.00 | 0.00 |
|
