Data mining and programing

a priori assumption

a belief or claim that is accepted as true without needing to be verified or proven (założenie a priori)

burst node

a point in a project's network diagram where multiple activities begin after a single activity is completed (węzeł wyjściowy)

chance node

represents a random event or uncertain outcome in a decision-making process (węzeł losowy)

class label

etykieta klasy

clustering

is an unsupervised machine learning technique used in Big Data to group similar data points together based on their features (klastrowanie)

data mining technique

technika eksploracji danych

decision node

represents a point in a decision process where a choice must be made between different actions or strategies (węzeł decyzyjny)

internal node

any non-leaf node in a decision tree (węzeł wewnętrzny)

extension

a part that is added to something to enlarge or prolong it

extracting rules

reguły ekstrakcji

fault-tolerant nonlinear models

modele nieliniowe odporne na błędy

inductive learning algorithm

a type of machine learning algorithm that learns general rules or patterns from specific examples (training data) (algo. uczenia indukcyjnego)

mimic

to imitate closely

sink node (or terminal node)

a node in a directed graph that has only incoming edges and no outgoing edges (węzeł zbiorczy)

pattern recognition

rozpoznawanie wzorców

underlying data

source data

network pruning

technique used in deep learning to reduce the size and complexity of a neural network by removing unnecessary or less important parameters (przycinanie sieci)

framework

a foundation with a specified level of complexity that a programmer may extend using their own code

an exception

a special condition encountered during program execution that is unexpected or anomalous