MovieLens

MovieLens data set from the UC Irvine machine learning repository.

Dataset details

Associated task:

Classification

Domain:

Entertainment

Data types:

Size:

154.9 MB

Count of tables:

Count of rows:

1,214,702

Count of columns:

Missing values:

Compound keys:

Loops:

Dataset version	Target	Algorithm	Author text	Measure	Value
imdb_MovieLens	u_gender	E-NB	A Hierarchy of Independence Assumptions for Multi-relational Bayes Net Classifiers	Accuracy	0.53
imdb_MovieLens	u_gender	FORF-NA	Simple decision forests for multi-relational classification	Accuracy	0.47
imdb_MovieLens	u_gender	Graph-NB	Simple decision forests for multi-relational classification	Accuracy	0.51
imdb_MovieLens	u_gender	HNBC	A Hierarchy of Independence Assumptions for Multi-relational Bayes Net Classifiers	Accuracy	0.57
imdb_MovieLens	u_gender	MBN	Learning Graphical Models for Relational Data via Lattice Search	Accuracy	0.69
imdb_MovieLens	u_gender	MLN	A Hierarchy of Independence Assumptions for Multi-relational Bayes Net Classifiers	Accuracy	0.484
imdb_MovieLens	u_gender	MRNBC	A Hierarchy of Independence Assumptions for Multi-relational Bayes Net Classifiers	Accuracy	0.5
imdb_MovieLens	u_gender	MVC-IM	Probabilistic Models for Mining Imbalanced Relational Data	AUC ROC	0.617
imdb_MovieLens	u_gender	PIC	A Hierarchy of Independence Assumptions for Multi-relational Bayes Net Classifiers	Accuracy	0.66
imdb_MovieLens	u_gender	Poly	Simple decision forests for multi-relational classification	Accuracy	0.63
Show all algorithms

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