Match the description with the best category or label of the type of machine learning algorithm

Question

1)Semi-supervised algorithms2)Reinforcement algorithms 3)Supervised algorithms 4)Unsupervised algorithms
A)Maps an input to a known output for a data set –
B)Data is modeled according to inherent clusters or associations -
C)Some data is labeled giving descriptive and predictive outcomes -
D)Uses positive and negative reward signals

Answer 1

1) C) Some data is labeled giving descriptive and predictive outcomes - Supervised algorithms
2) D) Uses positive and negative reward signals - Reinforcement algorithms
3) A) Maps an input to a known output for a data set - Semi-supervised algorithms
4) B) Data is modeled according to inherent clusters or associations - Unsupervised algorithms