cleaned data

data.csv

@@ -1,29 +1,6 @@
-Input text,Classification threshold,Binary classification,Predicted probability,flag
-Work from clients home.,0.998,"{""Work from home"": 1}",Probability of WFH: 0.999
-This position requires you to work remotely from the office of our client.,0.998,"{""Work from home"": 1}",Probability of WFH: 1.0
-This job allows people to mostly work at there own homes.,0.998,"{""Not work from home"": 1}",Probability of WFH: 0.0
-"Work from hom "" :",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.023,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-"remot work "" : yes",0.998,"{""Not work from home"": 1}",Probability of WFH: 0.012,mistake
-remot work: yes,0.998,"{""Not work from home"": 1}",Probability of WFH: 0.008,mistake
-This position does not allow us to come to the office,0.998,"{""Not work from home"": 1}",Probability of WFH: 0.01,mistake
-,0.998,,,mistake
-,0.998,,,mistake
-maybe next week,0.998,"{""Not work from home"": 1}",Probability of WFH: 0.001,mistake
-,0.998,,,mistake
-java,0.483,"{""Not work from home"": 1}",Probability of WFH: 0.0,
-This is a remote work offer.,0.5,"{""Work from home"": 1}",Probability of WFH: 0.997,mistake
-Interviews will be conducted virtually,0.5,"{""Work from home"": 1}",Probability of WFH: 0.566,mistake
-Interviews will be conducted virtually,0.5,"{""Work from home"": 1}",Probability of WFH: 0.566,mistake
+Input text,Classification threshold,Binary classification,Predicted probability,flag
+This position requires you to work remotely from the office of our client.,0.998,"{""Work from home"": 1}",Probability of WFH: 1.0,mistake
+This job allows people to mostly work at there own homes.,0.5,"{""Not work from home"": 1}",Probability of WFH: 0.0,mistake
+remot work: yes,0.5,"{""Not work from home"": 1}",Probability of WFH: 0.008,mistake
+This position does not allow us to come to the office,0.5,"{""Not work from home"": 1}",Probability of WFH: 0.01,mistake
+Interviews will be conducted virtually,0.5,"{""Work from home"": 1}",Probability of WFH: 0.566,mistake