From 7baed43c1f95c0a0d3734f036098f72953dd20d6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Lo=C3=AFc=20Est=C3=A8ve?= Date: Thu, 19 Dec 2019 11:43:18 +0100 Subject: [PATCH 1/2] EXA: Minor fixes in plot_sparse_logistic_regression_20newsgroups.py --- .../plot_sparse_logistic_regression_20newsgroups.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/examples/linear_model/plot_sparse_logistic_regression_20newsgroups.py b/examples/linear_model/plot_sparse_logistic_regression_20newsgroups.py index 78fdc64684550..c7d6e11e16fa3 100644 --- a/examples/linear_model/plot_sparse_logistic_regression_20newsgroups.py +++ b/examples/linear_model/plot_sparse_logistic_regression_20newsgroups.py @@ -1,7 +1,7 @@ """ -===================================================== -Multiclass sparse logisitic regression on newgroups20 -===================================================== +==================================================== +Multiclass sparse logistic regression on newgroups20 +==================================================== Comparison of multinomial logistic L1 vs one-versus-rest L1 logistic regression to classify documents from the newgroups20 dataset. Multinomial logistic @@ -42,7 +42,6 @@ # Turn down for faster run time n_samples = 10000 -# Memorized fetch_rcv1 for faster access X, y = fetch_20newsgroups_vectorized('all', return_X_y=True) X = X[:n_samples] y = y[:n_samples] From 87ea0f8973052676e4b2a46fdab5f612ef04f180 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Lo=C3=AFc=20Est=C3=A8ve?= Date: Thu, 19 Dec 2019 15:55:37 +0100 Subject: [PATCH 2/2] Update examples/linear_model/plot_sparse_logistic_regression_20newsgroups.py Co-Authored-By: Joel Nothman --- .../plot_sparse_logistic_regression_20newsgroups.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/linear_model/plot_sparse_logistic_regression_20newsgroups.py b/examples/linear_model/plot_sparse_logistic_regression_20newsgroups.py index c7d6e11e16fa3..7bfad99d991c5 100644 --- a/examples/linear_model/plot_sparse_logistic_regression_20newsgroups.py +++ b/examples/linear_model/plot_sparse_logistic_regression_20newsgroups.py @@ -1,6 +1,6 @@ """ ==================================================== -Multiclass sparse logistic regression on newgroups20 +Multiclass sparse logistic regression on 20newgroups ==================================================== Comparison of multinomial logistic L1 vs one-versus-rest L1 logistic regression