From 1d3d13094d3b36695e86d9c18d83f02dccf04310 Mon Sep 17 00:00:00 2001 From: Anne Lorenz Date: Thu, 18 Oct 2018 22:17:51 +0200 Subject: [PATCH] commit --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index dfc6ee0..2732d52 100644 --- a/README.md +++ b/README.md @@ -7,12 +7,12 @@ The csv file *classification_labelled_corrected.csv* contains 1497 labeled news **Best F1 score results**: * **Support Vector Machines Classifier (SVM):** -F1 score: 0.8944166649330559 +F1 score: 0.894 Best parameters set found on development set: {'SVC\__C': 0.1, 'SVC\__gamma': 0.01, 'SVC\__kernel': 'linear', 'perc\__percentile': 50} * **Naive Bayes Classifier**: -F1 score: 0.8324014738144634 (average) +F1 score: 0.832 (average) Parameters: SelectPercentile(25), own Bag of Words implementation, 10-fold cross validation The complete documentation can be found in the latex document in the *thesis* folder. @@ -35,7 +35,7 @@ The scripts can be called separately. You need to enter a valid personal key for *webhose.io* before you call *Requester.py*. To run *NER.py* you need to change the path to the JAVAHOME environment variable in *find_companies* method. - +--- **Author:** Anne Lorenz / Datavard AG **Project Status:** work in progress \ No newline at end of file