Is my model overfitting ? Training Acc :93 % test accuracy 82%
I am using LGBM model for binary classification. After hyper-parameter tuning I get
Training accuracy 0.9340
Test accuracy 0.8213
can I say my model is overfitting? Or is it acceptable in the industry?
Also to add to this when I increase the num_leaves
for the same model,I am able to achieve:
Train Accuracy : 0.8675
test accuracy : 0.8137
Which one of these results are acceptable and can be reported?
Topic lightgbm overfitting machine-learning
Category Data Science