Activity
Increased training data size for SVC
Increased training data size for
SVC
Testing improvements in Colab
Testing improvements in Colab
Fixed Word2Vec
& improved classifier scores
Fixed
Word2Vec
& improved classifier scoresDocumenting & experimenting with Word2Vec
fixes
Documenting & experimenting with
Word2Vec
fixesFine tuning SVC
using GridSearchCV
Fine tuning
SVC
using GridSearchCV
Experimenting with sklearn.svm.SVC
Experimenting with
sklearn.svm.SVC
Calculating & displaying metric scores
Calculating & displaying metric scores
Shuffling dataset before K-Fold
Shuffling dataset before K-Fold
Separating classifier in module
Separating classifier in module
Using RandomForestClassifier
in BookGenreClassifier
Using
RandomForestClassifier
in BookGenreClassifier
Implementing BookGenreClassifier
using GaussianNB
Implementing
BookGenreClassifier
using GaussianNB
Creating training data for BookGenreClassifier
Creating training data for
BookGenreClassifier
Creating Description Word2Vec
vectors
Creating Description
Word2Vec
vectorsNotebook rendering broke in GitHub 😕
Notebook rendering broke in GitHub 😕