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2020
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Tab 12
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Research Article
A Machine Learning Approach to Predict Air Quality in California
Table 12
Confusion matrix for the AQI classifications obtained with both models for the training set.
Training dataset
PCA SVR-RBF
SVR-RBF
Good
Moderate
Unhealthy
Good
Moderate
Unhealthy
Good
2507
151
0
2549
109
0
Moderate
300
993
0
253
1040
0
Unhealthy
4
23
0
9
18
0
Unhealthy for sensitive groups.