3e:null 3f:["$","title",null,{"children":"Logistic Regression (Overlapping Data) | Danilo Vujović's Workspace | Observable"}] 45:[] 43:{"id":"ac3246f54301f80a","slug":null,"title":"Logistic Regression (Overlapping Data)","thumbnail":"fc8b7eae8188c4fa0ac11ebfd87d9bb934f871a7ff1a59252aad2eee00a462cc","access_level":"public","create_time":"$D2023-10-04T17:09:32.959Z","update_time":"$D2023-10-04T17:09:32.959Z","view_time":null,"first_public_time":"$D2023-10-04T17:09:32.959Z","has_unpublished_edits":null,"fork":{"id":"5beb6b41dd73b9e6","slug":null,"title":"Logistic Regression (Overlapping Data)","owner":{"id":"fca013e7b84bc621","login":"nate-cheney-ws","name":"Nate Cheney's Workspace"}},"stars":0,"starred":false,"owner":{"type":"team","id":"353a16bd90b5be10","login":"danilo-vujovic-ws","name":"Danilo Vujović's Workspace","avatar_url":"https://avatars-next.observableusercontent.com/04c704a00bb92184087b770215ccd6d5e4f512a04b719e177c30d6695c1dd775","tier":"starter_2024","bio":"","following":false},"version":147,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"5a4ca22fa1caecae","login":"danilo-vujovic","name":"Danilo Vujović","avatar_url":"https://avatars-next.observableusercontent.com/2fc39db82cdf246499d14a8d303cba965a599b1cbb9f2ba7a6f949b510c410d1","tier":null,"bio":"","following":false}],"members":[{"type":"individual","id":"5a4ca22fa1caecae","login":"danilo-vujovic","name":"Danilo Vujović","avatar_url":"https://avatars-next.observableusercontent.com/2fc39db82cdf246499d14a8d303cba965a599b1cbb9f2ba7a6f949b510c410d1","tier":null,"role":"editor"},{"type":"team","id":"353a16bd90b5be10","login":"danilo-vujovic-ws","name":"Danilo Vujović's Workspace","avatar_url":"https://avatars-next.observableusercontent.com/04c704a00bb92184087b770215ccd6d5e4f512a04b719e177c30d6695c1dd775","tier":"starter_2024","role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":0,"collection":null,"type":"notebook","body":{"titling":"auto","title":"Logistic Regression (Overlapping Data)","cells":[{"id":0,"value":"# Logistic Regression (Overlapping Data)","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":105,"value":"viewof threshold = Inputs.range([0,10],{step:.1})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":133,"value":"html`\n\n\n \n \n \n\n \n \n \n\n \n \n \n\n

	Predicted Negative	Predicted Positive
Actual Positive	${falseNegatives}	${truePositives}
Actual Negative	${trueNegatives}	${falsePositives}

\n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5,"value":"Plot.plot({\n x:{domain:[0,10]},\n y:{domain:[0,1]},\n marks:[\n Plot.ruleX([0]),\n Plot.ruleY([0]),\n Plot.dot(Xblue,{x:Xblue,y:Yblue,fill:\"blue\",r:5}),\n Plot.dot(Xred,{x:Xred,y:Yred,fill:\"red\",r:5}),\n Plot.line([[threshold,0],[threshold,1]],{strokeDasharray:\"5,5\"})\n\n ]\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":112,"value":"### Positives and Negatives","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":113,"value":"trueNegatives = Xblue.filter(x => x <= threshold).length","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":120,"value":"falseNegatives = Xred.filter(x => x <= threshold).length","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":123,"value":"truePositives = Xred.filter(x => x > threshold).length","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":125,"value":"falsePositives = Xblue.filter(x => x > threshold).length","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":93,"value":"### Data","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":83,"value":"Xblue = [0.23172273283556077, 6.261636528327473, 4.6010247891667335, 1.660132912093145, 1.2024450601909025, 4.746559515821619, 4.9280744954032425, 5.250737883974269, 1.7705201542833398, 5.349311712251664]","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":84,"value":"Xred = [4.557295223920891, 6.8297789235508315, 4.413710405238934, 7.690735156159806, 7.343854883275675, 8.804357813742223, 9.431131316191179, 4.968596810930029, 9.914854428874769, 5.195561411674539]","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":88,"value":"Yblue = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":90,"value":"Yred = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1]","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W45","stdlib":"1"}} 44:"$43:body"