Film Ratings Predictions

IMDB Film Ratings Predictions from August to late 2018:

Title Predicted Score Actual Rating Predicted – Actual Rating
*Ant-Man and the Wasp 7.202325 7.2 0.002325
*Mamma Mia! Here We Go Again 6.967675 6.9 0.067675
Unfriended: Dark Web 5.721 5.8 0.079
*Venom 7.0897 7 0.0897
Unsane 6.545875 6.4 0.145875
Maze Runner: The Death Cure 6.50125 6.3 0.20125
Wildlife 7.09285 7.3 0.20715
Red Sparrow 6.83935 6.6 0.23935
Annihilation 6.657875 6.9 0.242125
The Christmas Chronicles 7.116075 7.4 0.283925
At Eternity’s Gate 7.094125 6.8 0.294125
Outlaw King 7.33095 7 0.33095
First Man 7.347825 7.7 0.352175
Deadpool 2 7.40175 7.8 0.39825
Solo: A Star Wars Story 7.4139 7 0.4139
Ready Player One 7.17765 7.6 0.42235
Tully 7.448375 7 0.448375
Jurassic World: Fallen Kingdom 6.867 6.2 0.667
Ocean’s Eight 6.96185 6.2 0.76185
Skyscraper 6.68135 5.9 0.78135
White Boy Rick 7.318925 6.5 0.818925
The Grinch (2018) 7.279975 6.4 0.879975
A Star Is Born 7.27225 8.2 0.92775
Bohemian Rhapsody 7.45915 8.4 0.94085
Super Troopers 2 7.315375 6.1 1.215375
Sum of Errors: 11.211575
Error Rate (Sum Errors/N*10): 0.0448463
Accuracy Rate: 95.52%
*3 Correct Predictions
2 Oscar Contending Films – Which typically score much higher than normal films
5 Others Which Showed Highest Deviance – Film had many bad reviews and or lost money

 

IMDB Film Ratings Predictions for early 2019:

Title Predicted Score for Genre(s) Predicted Score for Cast and Crew Predicted Score for Film
Avengers: Endgame 7.12875 7.0751 7.101925
Glass 8.19015 6.8806 7.535375
Joker 7.51095 7.03455 7.27275
Captain Marvel 6.4689 6.4371 6.453
Once Upon a Time in Hollywood 7.2288 7.21615 7.222475
Us (II) (2019) 5.3099 7.59095 6.450425
Aladdin (2019) 6.47715 7.3051 6.891125
Spider-Man: Far From Home 7.0976 7.53425 7.315925
It: Chapter Two 5.3099 7.50725 6.408575
Hellboy (2019) 7.12875 7.06715 7.09795
John Wick: Chapter 3 7.24725 6.98325 7.11525
The Irishman (2019) 7.4694 7.16265 7.316025
Men in Black: International 6.8165 7.02625 6.921375
Dumbo (2019) 7.16455 7.5547 7.359625
The Beach Bum 7.0384 6.7238 6.8811
A Beautiful Day in the Neighborhood 7.21495 7.39515 7.30505

*These numbers were calculated on 1-8-19 using Data Science and Machine Learning techniques through regression (a predicted score) for the upcoming film.