diff --git a/credit_card_application.db b/credit_card_application.db
index 2b0fa4e..82df857 100644
Binary files a/credit_card_application.db and b/credit_card_application.db differ
diff --git a/retrain.py b/retrain.py
index b3fd8b2..6c648cc 100644
--- a/retrain.py
+++ b/retrain.py
@@ -88,7 +88,7 @@ def train_and_evaluate_model(model):
 
 avg_cv_scores = cross_val_score(model,X_test,y_test,scoring='accuracy',cv=5,verbose=2)
 mean_score = round(np.mean(avg_cv_scores),4) * 100
-logger.info("Mean Cross Validation Performance of Extra Trees Classifier: %.2f%",mean_score)
+logger.info(f"Mean Cross Validation Performance of Extra Trees Classifier: {round(mean_score,2)}%")
 
 pipeline = Pipeline(steps=[
     ('transformer',transformer),
diff --git a/templates/index.html b/templates/index.html
index 6717b7c..0e354fa 100644
--- a/templates/index.html
+++ b/templates/index.html
@@ -109,7 +109,7 @@ <h5 class="card-title">Is applicant's gender male?</h5>
                 <div class="col-sm-6">
                     <div class="card">
                         <div class="card-body">
-                            <h5 class="card-title">Is job a source of your employment?</h5>
+                            <h5 class="card-title">Is the applicant's source of income related to a job or work?</h5>
                             <select name="income_type_working" id="income_type_working">
                                 <option value="Yes">Yes</option>
                                 <option value="No">No</option>
@@ -120,7 +120,7 @@ <h5 class="card-title">Is job a source of your employment?</h5>
                 <div class="col-sm-6">
                     <div class="card">
                         <div class="card-body">
-                            <h5 class="card-title">Is your job title laborers?</h5>
+                            <h5 class="card-title">Is the applicant employed as a laborer?</h5>
                             <select name="job_title_laborers" id="job_title_laborers">
                                 <option value="Yes">Yes</option>
                                 <option value="No">No</option>
@@ -134,7 +134,7 @@ <h5 class="card-title">Is your job title laborers?</h5>
                 <div class="col-sm-6">
                     <div class="card">
                         <div class="card-body">
-                            <h5 class="card-title">Is your family status married?</h5>
+                            <h5 class="card-title">Is the applicant's family status married?</h5>
                             <select name="family_status_married" id="family_status_married">
                                 <option value="Yes">Yes</option>
                                 <option value="No">No</option>
@@ -185,7 +185,7 @@ <h5 class="card-title">Applicant Age:</h5>
                 <div class="col-sm-6">
                     <div class="card">
                         <div class="card-body">
-                            <h5 class="card-title">Is being a state servant your mode of employment?</h5>
+                            <h5 class="card-title">Is the applicant employed as a state servant?</h5>
                             <select name="income_type_state_servant" id="income_type_state_servant">
                                 <option value="Yes">Yes</option>
                                 <option value="No">No</option>