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Problems

Ben edited this page Dec 14, 2016 · 11 revisions

Tags

[binary-classification] [classification] [ensembling] [gradient_boosting] [hierarchical-data] [k-nearest-neighbors] [logistic-regression] [multi-class-classification] [multi-level-data] [naive-bayes] [NLP] [one-hot-encoding] [python] [R] [random-forest] [rank-target] [regression] [sparse-data] [stacking] [supervised-learning] [support-vector-machine] [text-classification] [xgboost]


Description

Four people throw darts at a dart board. Use the location of labelled darts to predict who threw the unlabelled ones.

Tags

[classification] [ensembling] [k-nearest-neighbors] [logistic-regression] [multi-class-classification] [R] [stacking] [supervised-learning] [support-vector-machine]


Description

Predict the species of an iris flower (setosa, verginica, or versicolor) given some of its properties.

Tags

[classification] [gradient_boosting] [multi-class-classification] [R] [supervised-learning] [xgboost]


Description

Given a job title like "junior data analyst" categorize it as one of "finance", "sales", or "technology".

Tags

[classification] [multi-class-classification] [naive-bayes] [NLP] [one-hot-encoding] [python] [R] [sparse-data] [supervised-learning] [text-classification]


Description

Predict the average income of a person given his city, region, and country.

Tags

[gradient_boosting] [hierarchical-data] [multi-level-data] [one-hot-encoding] [R] [regression] [sparse-data] [supervised-learning] [xgboost]


Description

Predict wether the New Orleans Saints will win a football game against their opponent using fictitious data on historical Saints games.

Tags

[binary-classification] [classification] [python] [R] [random-forest] [supervised-learning]


Description

Given a set of sales leads (i.e. prospective customers), rank which ones will most likely convert to a sale.

Tags

[binary-classification] [classification] [gradient_boosting] [logistic-regression] [one-hot-encoding] [python] [R] [random-forest] [rank-target] [sparse-data] [supervised-learning] [xgboost]