Sentences with phrase «learning classifier»

These 100 protein families were then used as a «training set» to build a machine learning classifier that could classify the remaining 9,900 protein families in diseased versus healthy states.

Machine - Learning Classifier for Patients with Major Depressive Disorder: Multifeature Approach Based on a High - Order Minimum Spanning Tree Functional Brain Network

Next, the authors used a machine learning classifier trained on 592 true positive and 1,630 false positive de novo calls that had been validated experimentally.

Global Fishing Watch runs this information — more than 22 million points of information per day — through machine learning classifiers to determine the type of ship (e.g., cargo, tug, sail, fishing), what kind of fishing gear (longline, purse seine, trawl) they're using and where they're fishing based on their movement patterns.

Not exact matches

After that, a classifier algorithm based on machine learning was trained to connect the specific emotions and the brain data related to them.

«It's a fairly sophisticated machine learning logistic classifier,» says arXiv founder Paul Ginsparg, a physicist at Cornell University.

This geometric view on data is useful in some applications, such as learning spam classifiers, but, the more dimensions, the longer it can take for an algorithm to run, and the more memory the algorithm uses.

To assess the predictive power of the GE changes between the groups, we employed machine - learning procedures to construct classifiers to predict group membership based on pre - versus post-intervention GE (vacation effect) and regular versus non-regular post-intervention GE data (meditation effect).

The implicit independent feature assumption in most classifier learning algorithms is thus violated.

In particular, a machine learning based classifier shall detect it.