Category: Machine Learning

Author: MIT News Office Antonio Torralba has been named the inaugural director of the MIT Quest for Intelligence, effective immediately, Provost Martin Schmidt announced today […] Read More

Author: Jason Brownlee In is common, if not standard, to interpret the results of statistical hypothesis tests using a p-value. Not all implementations of statistical […] Read More

Author: Jason Brownlee A sample of data will form a distribution, and by far the most well-known distribution is the Gaussian distribution, often called the […] Read More

Author: Jason Brownlee Sometimes data does not make sense until you can look at in a visual form, such as with charts and plots. Being […] Read More

Author: Jason Brownlee Statistical hypothesis tests can be used to indicate whether the difference between two samples is due to random chance, but cannot comment […] Read More

Author: Mary Beth O’Leary | Department of Mechanical Engineering “Who is Bram Stoker?” Those three words demonstrated the amazing potential of artificial intelligence. It was […] Read More

Author: Jason Brownlee It can be useful to have an upper and lower limit on data. These bounds can be used to help identify anomalies […] Read More

Author: Adam Conner-Simons | Rachel Gordon | CSAIL For many people, household chores are a dreaded, inescapable part of life that we often put off […] Read More

Author: Jason Brownlee A prediction from a machine learning perspective is a single point that hides the uncertainty of that prediction. Prediction intervals provide a […] Read More

Author: Jason Brownlee Much of machine learning involves estimating the performance of a machine learning algorithm on unseen data. Confidence intervals are a way of […] Read More