roc.js

function rocFindConfidence(threshold) {
    let bestMatch = ROC_VALUES[ROC_VALUES.length-1];
    for(let i=0; i<ROC_VALUES.length; i++) {
        if(ROC_VALUES[i].threshold < threshold) {
            bestMatch = ROC_VALUES[i]
            break;
        }
    }

    //I'm not sure there's a particularly mathematically well-grounded way to
    //do this from threshold, TPR, FPR.
    //However, I think a reasonable shot at this is just using 1.0-TPR.
    return 1.0-bestMatch.tpr;
}

function rocFindRocEntryByFpr(desiredFPR) {
    let bestMatch = ROC_VALUES[0];
    for(let i=ROC_VALUES.length-1; i>=0; i--) {
        if(ROC_VALUES[i].fpr < desiredFPR) {
            bestMatch = ROC_VALUES[i]
            break;
        }
    }
    return bestMatch;
}

function rocFindRocEntryByTpr(desiredTPR) {
    let bestMatch = ROC_VALUES[0];
    for(let i=ROC_VALUES.length-1; i>=0; i--) {
        if(ROC_VALUES[i].tpr < desiredTPR) {
            bestMatch = ROC_VALUES[i]
            break;
        }
    }
    return bestMatch;
}

function rocCalculatePrecision(rocEntry) {
    var p = rocEntry.tp+rocEntry.fp;
    return rocEntry.tp / p;
}

function rocGetEntryString(rocEntry) {
    return "FPR="+rocEntry.fpr+",TPR="+rocEntry.tpr+",Thresh="+rocEntry.threshold+",TP="+rocEntry.tp+",FP="+rocEntry.fp+",TN="+rocEntry.tp+",FN="+rocEntry.fn;
}

let ROC_VALUES = 
[
  {
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    "tpr": 0.0,
    "threshold": 1.9715378,
    "tp": 0,
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    "tn": 27360,
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  {
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    "threshold": 0.9715369,
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];


var ROC_trustedRoc = rocFindRocEntryByFpr(0.004);
console.log("Trusted ROC: "+rocGetEntryString(ROC_trustedRoc));
var ROC_trustedToNeutralPercentage = 0.04;
var ROC_neutralRoc = rocFindRocEntryByFpr(0.015);
console.log("Neutral ROC: "+rocGetEntryString(ROC_neutralRoc));
var ROC_neutralToUntrustedPercentage = 0.18;
var ROC_untrustedRoc = rocFindRocEntryByFpr(0.10);
console.log("Untrusted ROC: "+rocGetEntryString(ROC_untrustedRoc));