MOOC Dropout Prediction Using a Hybrid Algorithm Based on Decision Tree and Extreme Learning Machine

Table 7

The average F1-score of different algorithms weekly.

Week	Algorithms
	DT-ELM	LR	SVM	BP	DT	EN	LSTM	ELM	GA-ELM
Week1	0.8542	0.7378	0.5907	0.7719	0.798	0.788	0.8025	0.8342	0.8453
Week2	0.8956	0.7913	0.7341	0.8091	0.8	0.8238	0.8287	0.8677	0.8893
Week3	0.9021	0.8264	0.8107	0.8392	0.8321	0.8511	0.8508	0.8751	0.8878
Week4	0.9667	0.9315	0.8982	0.9348	0.9222	0.9358	0.9301	0.9488	0.9565
Week5	0.9558	0.9118	0.9185	0.9092	0.9149	0.905	0.9191	0.9389	0.9457