Table 4 Top/bottom 5 words per topic sorted by classifier confidence (predicted) for class membership (low information gain/high information gain) and by actual information gain i.e. ground truth (true).
From: Information gain modulates brain activity evoked by reading
Document | High information gain | High Information gain | Low information gain | Low information gain |
|---|---|---|---|---|
Predicted | True | Predicted | True | |
Volcano | eruption | troposphere | to | the |
temperature | droplets | can | and | |
tectonic | magma | is | in | |
surface | plumes | lower | a | |
atmosphere | crust | on | of | |
Cat | killing | housecat | with | the |
housecat | felids | for | and | |
mammal | purring | as | in | |
indoor | mewing | such | a | |
despite | felines | being | of | |
Rome | michelangelo | bramante | to | the |
bramante | bernini | chapel | and | |
province | sistine | for | in | |
baroque | tiber | in | a | |
architecture | michelangelo | was | of |