Logistic Model and Gradient Boosting Machine Model for Physical Therapy of Lumbar Disc Herniation

Table 1

Analysis of ability to predict curative effect for different treatment duration (cases, %).

Length of treatment	Successful prediction	Unsuccessful prediction
1^st-2^nd	87/61.3	55/38.7
1^st-3^rd	105/73.9	37/26.1
1^st-4^th	110/77.5	32/22.5
1^st-5^th	120/84.5	22/15.5
1^st-6^th	121/85.2	21/14.8
1^st-7^th	114/80.3	28/19.8
1^st-8^th	119/83.8	23/16.2
1^st-9^th	128/90.1	14/9.9