Sl. No.

Model type

Type variant

Evaluation Metric

MAE

RMSE

1

Non-personalized

Popular RS

0.83

0.97

2

Personalized

User-based RS

0.76

0.87

Item-based RS

0.48

0.92

Hybrid RS

0.73

0.45