Update README.md

README.md

@@ -89,28 +89,28 @@ The model was trained and evaluated on the `agentlans/text-quality-v3` dataset.
 
 ### Evaluation Results
 
-| Input                                                                                                                                                                                                                                                         |   Predicted Value |   Actual |
-|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------|----------|
-| Modern Action Figure Toys & Collectibles - Vintage, Rare and Hard to Find Toys including Convention and Store Exclusives! You've been outbid to E\*\*\*\*y! to YOU! You've been outbid to t\*\*\*\*p! to YOU!                                                         |           -1.6846 |  -1.8808 |
-| Find 2 listings related to afterglow hair salon in Defuniak Springs on YP.com. See reviews, photos, directions, phone numbers and more for Afterglow Hair Salon locations in Defuniak Springs, fl. … mirror mirror salon And Tanning.                         |           -1.6602 |  -1.7688 |
-| We had a little bit of down time yesterday due to some technical difficulties. In other words Martin accidentally deleted the website! But while one hand destroys, the other creates, and we're back up and running.                                         |           -1.373  |  -1.403  |
-| Remember Ellen Feiss? From Apple’s ‘Switch’ campaign? THAT is awesome! Thank you so much for sharing it! I wondered what would’ve happened to her after the ads. My guess was she was just a rich kid who would land on her feet. I guess I wasn’t wrong. ... |           -1.25   |  -1.0043 |
-| Should we talk with U.S. Congressmen who we know support campaign finance reform? Our Theory of Change only requires support from our State Legislators. The beauty of our strategy is that we do not need Congress and are in fact going around them. Sta... |           -0.2137 |  -0.6712 |
-| If you are looking for one of the best high end luxury apartment rentals in all of London I highly recommend checking out the Cheval Residence’s Thorney Court Apartments. Located near Hyde Park and Kensington Palace, the apartments are just a short t... |           -0.5405 |  -0.6453 |
-| To be fair, Lebron is trying to get his teammates involved. He kinda has to play her ball here, even though it doesn't maximize his capabilities. If LeBron goes hero ball they have no shot winning the series. Becoming a mythical healer to cure Irving... |           -0.0917 |  -0.3884 |
-| Sarah Hofstetter is the global CEO at 360i, the hotshot agency that’s behind some of the most buzzed-about work in the industry. The funny thing is, this is Hofstetter’s first agency job. She joined the shop in 2005 and never looked back. That’s afte... |           -0.3315 |  -0.3483 |
-| Our Lynchburg office recently completed a retrofit roof at Carter Machinery. They installed 1 ½” ISO insulation over the existing metal roof and mechanically fastened a Firestone .060 TPO membrane. The roof came complete with a 20 Year Firestone Red ... |           -0.4929 |  -0.2979 |
-| A statement suspension light, the Innermost Beads Octo Pendant string together multiple spheres of gloss white, chrome, copper or gunmetal to create a sculpture form. Drawing on the designer Winnie Lui's background in jewellery, the Innermost Beads s... |            0.1059 |  -0.1651 |
-| Today I wanted to share a clip art set that isn't new but I thought you all might be working on some of your February planning soon and this set would come in handy. This clip art can be used to make your tpt units and as always my clip art is for co... |           -0.292  |  -0.1011 |
-| Chinnamasta shows us the simple, playful, and fierce truth that much of what we need is already right inside our own hearts. Our faith traditions teach us how to honor our grief and come back to life. Though their beliefs differ, the world’s great re... |           -0.2188 |  -0.0925 |
-| Ministers order BDS activist Lydia de Leeuw to be denied entry into Israel. Public Security Minister Gilad Erdan (Likud) and Interior Minister Aryeh Deri (Shas) on Friday ordered BDS activist Lydia de Leeuw not to be allowed into Israel. De Leeuw, a ... |           -0.1429 |   0.0449 |
-| LJW lawyers have extensive experience litigating commercial disputes on a broad range of issues and in a variety of forums. LJW's commercial practice includes the representation of businesses, associations, and individuals in matters as varied as pro... |            0.3911 |   0.3204 |
-| Dews is a professional waterman and has made a name for himself in stand up paddle boarding, surfing, sailing and surf life saving. His passion and uncomprised motivation has seen one of the fastest growths in performance in the stand up paddle board... |            0.2075 |   0.3725 |
-| The festival of Lohri is Punjabis’ cultural celebration which marks the culmination of winter by lighting fire and creating a bonfire to mark the onset of longer days. This harvest festival is also celebrated to mark both celebration and sharing. Bha... |            0.6953 |   0.5373 |
-| At PEC we understand government process for Afghanistan Embassy MBBS Certificate Attestation which can be confusing and stressful, we listen to our clients. We specialize in educational documents legalization service in Pune and also ensure your docu... |            0.6616 |   0.6668 |
-| If you own a beautiful hand-knotted Oriental rug, you want to keep it looking beautiful forever. There are certain things that you can do that will help to you maintain that great look for a long time, and certain things that you should avoid. For ex... |            0.9932 |   1.0737 |
-| Original publication and holotype designation: Decaisne, J. (1842). Essais sur une classification des algues et des polypiers calcifères de Lamouroux. Annales des Sciences Naturelles, Botanique, Seconde série 17: 297-380, pls 14-17. Description: Thal... |            1.6182 |   1.6823 |
-| Chemical additives are used in foodstuffs and sometimes it results into adulteration due to processing and hygiene aids. The discovery of an increasing number of new chemical substances has resulted in the exploration of numerous fields for their use... |            2.418  |   2.4192 |
+| Input                                                                                                   |   Predicted Value |   Actual |
+|---------------------------------------------------------------------------------------------------------|-------------------|----------|
+| Modern Action Figure Toys & Collectibles - Vintage, Rare and Hard to Find Toys including Convention ... |           -1.6846 |  -1.8808 |
+| Find 2 listings related to afterglow hair salon in Defuniak Springs on YP.com. See reviews, photos, ... |           -1.6602 |  -1.7688 |
+| We had a little bit of down time yesterday due to some technical difficulties. In other words Martin... |           -1.373  |  -1.403  |
+| Remember Ellen Feiss? From Apple’s ‘Switch’ campaign? THAT is awesome! Thank you so much for sharing... |           -1.25   |  -1.0043 |
+| Should we talk with U.S. Congressmen who we know support campaign finance reform? Our Theory of Chan... |           -0.2137 |  -0.6712 |
+| If you are looking for one of the best high end luxury apartment rentals in all of London I highly r... |           -0.5405 |  -0.6453 |
+| To be fair, Lebron is trying to get his teammates involved. He kinda has to play her ball here, even... |           -0.0917 |  -0.3884 |
+| Sarah Hofstetter is the global CEO at 360i, the hotshot agency that’s behind some of the most buzzed... |           -0.3315 |  -0.3483 |
+| Our Lynchburg office recently completed a retrofit roof at Carter Machinery. They installed 1 ½” ISO... |           -0.4929 |  -0.2979 |
+| A statement suspension light, the Innermost Beads Octo Pendant string together multiple spheres of g... |            0.1059 |  -0.1651 |
+| Today I wanted to share a clip art set that isn't new but I thought you all might be working on some... |           -0.292  |  -0.1011 |
+| Chinnamasta shows us the simple, playful, and fierce truth that much of what we need is already righ... |           -0.2188 |  -0.0925 |
+| Ministers order BDS activist Lydia de Leeuw to be denied entry into Israel. Public Security Minister... |           -0.1429 |   0.0449 |
+| LJW lawyers have extensive experience litigating commercial disputes on a broad range of issues and ... |            0.3911 |   0.3204 |
+| Dews is a professional waterman and has made a name for himself in stand up paddle boarding, surfing... |            0.2075 |   0.3725 |
+| The festival of Lohri is Punjabis’ cultural celebration which marks the culmination of winter by lig... |            0.6953 |   0.5373 |
+| At PEC we understand government process for Afghanistan Embassy MBBS Certificate Attestation which c... |            0.6616 |   0.6668 |
+| If you own a beautiful hand-knotted Oriental rug, you want to keep it looking beautiful forever. The... |            0.9932 |   1.0737 |
+| Original publication and holotype designation: Decaisne, J. (1842). Essais sur une classification de... |            1.6182 |   1.6823 |
+| Chemical additives are used in foodstuffs and sometimes it results into adulteration due to processi... |            2.418  |   2.4192 |
 
 ## Training Procedure