/** * Calculate the distances by using the numbers, strings and dates. * @param {node} source * @param {node} target * @param {array} properties - the properties of the nodes. * @return {number} the distance between source and target nodes. */ function calculateDiceDissimilarity(source, target, properties, normArgs) { var notShared = 0.0; // console.log(properties); // Iterate through every column of data for (var i = 0; i < properties.length; i++) { property = properties[i]; if (property.toLowerCase() !== "class" && property.toLowerCase() !== "app" && property.toLowerCase() !== "user" && property.toLowerCase() !== "weekday") { var s = source[property], t = target[property]; if (s !== t) { notShared++; } } } // console.log(Math.sqrt(sumDiff)/cols); // console.log(cols); return notShared / (notShared + 2 * (properties.length - notShared)); }