get result of near neighbor

euclideanDistance.go

@@ -1,28 +1,25 @@
 package main
 
 import (
-	"fmt"
 	"math"
 )
 
-func euclideanDistance(dataset [][][]int, inputs [][]int) [][][]float64 {
+func euclideanDistance(dataset [][][]int, inputLine []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
-		}
+	for _, datasetLine := range dataset {
+		datasetLineFloat := arrayIntToFloat64(datasetLine[0])
+		resultDatasetLineFloat := arrayIntToFloat64(datasetLine[1])
+		inputLineFloat := arrayIntToFloat64(inputLine)
+		r := calcDistances(inputLineFloat, datasetLineFloat)
+		distance := []float64{r}
+		var newDatasetLine [][]float64
+		newDatasetLine = append(newDatasetLine, datasetLineFloat)
+		newDatasetLine = append(newDatasetLine, resultDatasetLineFloat)
+		newDatasetLine = append(newDatasetLine, distance)
+		distances = append(distances, newDatasetLine)
+		//distances contains: [[datasetLine], [datasetLineResult], [distanceWithInput]]
 	}
-	//fmt.Println(train)
 	return distances
 }
 
@@ -36,18 +33,24 @@ func calcDistances(in []float64, ds []float64) float64 {
 	return r
 }
 
-func getShortestDistance(dist [][][]float64) {
-	min := dist[0][0]
-	max := dist[0][0]
+func getShortestDistance(dist [][][]float64) [][]float64 {
+	min := dist[0][2]
+	max := dist[0][2]
+	var datasetNearResult [][]float64
 	for i := 0; i < len(dist); i++ {
-		if dist[i][1][0] > max[0] {
+		//fmt.Println(dist[i][1])
+		if dist[i][2][0] > max[0] {
 			max = dist[i][0]
 		}
-		if dist[i][0][0] < min[0] {
+		/*fmt.Println(min[0])
+		fmt.Println(dist[i][1][0])*/
+		if dist[i][2][0] < min[0] {
 			min = dist[i][0]
+			datasetNearResult = dist[i]
 		}
 		//fmt.Println(dist[i][1])
 	}
-	fmt.Println(min)
-	fmt.Println(max)
+	/*fmt.Println(min)
+	fmt.Println(max)*/
+	return datasetNearResult
 }

main.go

@@ -1,11 +1,19 @@
 package main
 
+import "fmt"
+
 func main() {
 	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)
+	var datasetDistances [][][]float64
+	for _, input := range inputs {
+		datasetDistances = euclideanDistance(dataset, input)
+		r := getShortestDistance(datasetDistances)
+		fmt.Println(input)
+		fmt.Println(r)
+		fmt.Println(r[1])
+	}
 }