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Movielens - 1m ratings | BigML.com
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czuriaga
Public
czuriaga's
Scripts
1
Models
357
Datasets
162
1
19
Predict question by question
Predict
FREE
BUY
MovieLens - 1M Ratings
171.7 MB
size
22
fields
1,000,209
instances
Details:
Created
Tue, 6 Nov 2012 04:35:36 +0000
Published
Tue, 6 Nov 2012 04:44:49 +0000
Algorithm
BigML Streaming Tree
Split criterion
Support threshold
Depth threshold
20
Node threshold
512
Missing splits
No
Statistical pruning
Smart pruning
Fields:
User age range
User Gender
User Occupation
Genre Action
Genre Adventure
Genre Animation
Genre Children
Genre Comedy
Genre Crime
Genre Documentary
Genre Drama
Genre Fantasy
Genre Film-Noir
Genre Horror
Genre Musical
Genre Mystery
Genre Romance
Genre Sci-Fi
Genre Thriller
Genre War
Genre Western
Rating
σ
Minimum:
1.00
Mean:
3.58
Median:
3.70
Maximum:
5.00
Std dev:
1.12
Kurtosis:
-
Skewness:
-
Description:
Predict rating based on 1,000,209 ratings from 6,040 users on 3,900 movies
Source
:
MovieLens
Tags:
MovieLens
Movies
1M Ratings
Rating
URL:
http://bml.io/SvvU1C
Buy
FREE
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Rating: ?
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Support
0
%
19.11
%
Output
1.78
4.48
Expected Error
0.79
%
1.5
%
Probability
%
%
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RELATED MODELS
Consumer & Retail
CZURIAGA
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