{ "cells": [ { "cell_type": "markdown", "metadata": { "toc": true }, "source": [ "
\n", " | texts | \n", "labels | \n", "
---|---|---|
0 | \n", "[asian, exporters, fear, damage, japan, rift, ... | \n", "trade | \n", "
1 | \n", "[china, daily, vermin, eat, pct, grain, stocks... | \n", "grain | \n", "
2 | \n", "[australian, foreign, ship, ban, ends, nsw, po... | \n", "ship | \n", "
3 | \n", "[sumitomo, bank, aims, quick, recovery, merger... | \n", "acq | \n", "
4 | \n", "[amatil, proposes, two, for, bonus, share, iss... | \n", "earn | \n", "
\n", " | model_name | \n", "train_score | \n", "test_score | \n", "estimator | \n", "
---|---|---|---|---|
0 | \n", "tfidf_logistic | \n", "0.949175 | \n", "0.962240 | \n", "RandomizedSearchCV(cv=3, error_score='raise-de... | \n", "
1 | \n", "w2v_xgb | \n", "0.954532 | \n", "0.958333 | \n", "RandomizedSearchCV(cv=3, error_score='raise-de... | \n", "