Prediction of Frost Occurrences Using Statistical Modeling Approaches

Table 4

Hit Rate (HR), Probability of Detection (POD), and False Alarm Rate (FAR) by the logistic regression and decision tree models.

Station	Logistic regression			Decision tree
	HR	POD	FAR	HR	POD	FAR
Chuncheon	0.899	0.767	0.190	0.900	0.813	0.259
Suwon	0.913	0.798	0.231	0.903	0.808	0.311
Seosan	0.918	0.812	0.154	0.907	0.866	0.285
Cheongju	0.927	0.816	0.242	0.920	0.731	0.139
Gwangju	0.929	0.747	0.303	0.916	0.761	0.469
Jinju	0.935	0.760	0.216	0.940	0.804	0.246