calculating euclidean distances

euclideanDistance.go

@@ -1,5 +1,53 @@
 package main
 
-func euclideanDistance(dataset [][][]int) {
+import (
+	"fmt"
+	"math"
+)
 
+func euclideanDistance(dataset [][][]int, inputs [][]int) [][][]float64 {
+	var distances [][][]float64
+
+	for _, inputLine := range inputs {
+		for _, datasetLine := range dataset {
+			datasetLineFloat := arrayIntToFloat64(datasetLine[0])
+			inputLineFloat := arrayIntToFloat64(inputLine)
+			r := calcDistances(inputLineFloat, datasetLineFloat)
+			//fmt.Println(r)
+			rArr := []float64{r}
+			var newDatasetLine [][]float64
+			newDatasetLine = append(newDatasetLine, datasetLineFloat)
+			newDatasetLine = append(newDatasetLine, rArr)
+			distances = append(distances, newDatasetLine)
+			//passar tot els int de values a float64
+		}
+	}
+	//fmt.Println(train)
+	return distances
+}
+
+func calcDistances(in []float64, ds []float64) float64 {
+	var r float64
+	r = 0
+	for i := 0; i < len(in); i++ {
+		r = r + (in[i] * ds[i])
+	}
+	r = math.Sqrt(r)
+	return r
+}
+
+func getShortestDistance(dist [][][]float64) {
+	min := dist[0][0]
+	max := dist[0][0]
+	for i := 0; i < len(dist); i++ {
+		if dist[i][1][0] > max[0] {
+			max = dist[i][0]
+		}
+		if dist[i][0][0] < min[0] {
+			min = dist[i][0]
+		}
+		//fmt.Println(dist[i][1])
+	}
+	fmt.Println(min)
+	fmt.Println(max)
 }

main.go

@@ -1,8 +1,11 @@
 package main
 
-import "fmt"
-
 func main() {
-	dataset := readDataFile("datasets/poker/poker-hand-training-true.data", "\n", ",")
-	fmt.Println(dataset)
+	dataset := readDataset("datasets/poker/poker-hand-training-true.data", "\n", ",")
+	//fmt.Println(dataset)
+	inputs := readInputs("datasets/prova.data", "\n", ",")
+	//fmt.Println(inputs)
+
+	distances := euclideanDistance(dataset, inputs)
+	getShortestDistance(distances)
 }

readDataFile.go

@@ -6,7 +6,7 @@ import (
 	"strings"
 )
 
-func readDataFile(path string, lineSeparation string, valueSeparation string) [][][]int {
+func readDataset(path string, lineSeparation string, valueSeparation string) [][][]int {
 	var dataset [][][]int
 	b, err := ioutil.ReadFile(path)
 	check(err)
@@ -33,3 +33,26 @@ func readDataFile(path string, lineSeparation string, valueSeparation string) []
 	}
 	return dataset
 }
+
+func readInputs(path string, lineSeparation string, valueSeparation string) [][]int {
+	var dataset [][]int
+	b, err := ioutil.ReadFile(path)
+	check(err)
+	str := string(b)
+	str = strings.Replace(str, "\r", "", -1)
+	lines := strings.Split(str, lineSeparation)
+	for _, v1 := range lines {
+		params := strings.Split(v1, valueSeparation)
+		//var datasetLine [][]int
+		var datasetLineEntry []int
+		for _, v2 := range params {
+			value, err := strconv.Atoi(v2)
+			check(err)
+			datasetLineEntry = append(datasetLineEntry, value)
+
+		}
+		//datasetLine = append(datasetLine, datasetLineEntry)
+		dataset = append(dataset, datasetLineEntry)
+	}
+	return dataset
+}

typeConverters.go

@@ -0,0 +1,10 @@
+package main
+
+func arrayIntToFloat64(arr []int) []float64 {
+	var r []float64
+	for i := 0; i < len(arr); i++ {
+		r = append(r, float64(arr[i]))
+	}
+	return r
+
+}