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➤微信公众号:山青咏芝(shanqingyongzhi)➤博客园地址:山青咏芝()➤GitHub地址:➤原文地址:
➤如果链接不是山青咏芝的博客园地址,则可能是爬取作者的文章。➤原文已修改更新!强烈建议点击原文地址阅读!支持作者!支持原创!★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★We sampled integers between 0
and 255
, and stored the results in an array count
: count[k]
is the number of integers we sampled equal to k
.
Return the minimum, maximum, mean, median, and mode of the sample respectively, as an array of floating point numbers. The mode is guaranteed to be unique.
(Recall that the median of a sample is:
- The middle element, if the elements of the sample were sorted and the number of elements is odd;
- The average of the middle two elements, if the elements of the sample were sorted and the number of elements is even.)
Example 1:
Input: count = [0,1,3,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]Output: [1.00000,3.00000,2.37500,2.50000,3.00000]
Example 2:
Input: count = [0,4,3,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]Output: [1.00000,4.00000,2.18182,2.00000,1.00000]
Constraints:
count.length == 256
1 <= sum(count) <= 10^9
- The mode of the sample that count represents is unique.
- Answers within
10^-5
of the true value will be accepted as correct.
我们对 0
到 255
之间的整数进行采样,并将结果存储在数组 count
中:count[k]
意味着采样的整数为 k
。
我们以 浮点数 数组的形式,分别返回样本的最小值、最大值、平均值、中位数和众数。其中,众数是保证唯一的。
我们先来回顾一下中位数的知识:
- 如果样本中的元素有序,并且元素数量为奇数时,中位数为最中间的那个元素;
- 如果样本中的元素有序,并且元素数量为偶数时,中位数为中间的两个元素的平均值。
示例 1:
输入:count = [0,1,3,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]输出:[1.00000,3.00000,2.37500,2.50000,3.00000]
示例 2:
输入:count = [0,4,3,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]输出:[1.00000,4.00000,2.18182,2.00000,1.00000]
提示:
count.length == 256
1 <= sum(count) <= 10^9
- 计数表示的众数是唯一的
- 答案与真实值误差在
10^-5
以内就会被视为正确答案
20ms
1 class Solution { 2 func sampleStats(_ count: [Int]) -> [Double] { 3 guard count.count == 256 else { 4 assert(1 == 0, "Input error") 5 } 6 var result = [Double]() 7 var left = 0 8 var right = 255 9 while left <= 255 && count[left] == 0 {10 left += 111 }12 13 while right > left && count[right] == 0 {14 right -= 115 }16 17 result.append(Double(left))18 result.append(Double(right))19 20 var counter = 021 var sum = 022 var mode = 023 var modeCounter = 024 for i in count.indices {25 if count[i] > modeCounter {26 modeCounter = count[i]27 mode = i28 }29 counter += count[i]30 sum += i * count[i]31 }32 result.append(Double(sum) / Double(counter))33 34 var start = counter % 2 != 0 ? counter / 2 + 1 : counter / 235 for i in 0..0 {37 // print(start)38 // print(i)39 start -= count[i]40 continue41 }42 43 if counter % 2 != 0 {44 result.append(Double(i))45 break46 } else {47 if start - count[i] == 0 {48 var curr = i + 149 50 while curr <= 255 && count[curr] == 0 {51 curr += 152 } 53 result.append(Double(curr + i) / Double(2))54 break55 } else if start - count[i] < 0 {56 result.append(Double(i))57 break58 } 59 }60 }61 62 result.append(Double(mode))63 return result64 }65 }
Runtime: 24 ms
Memory Usage: 21.2 MB
1 class Solution { 2 func sampleStats(_ count: [Int]) -> [Double] { 3 var L:Int = 0 4 var R:Int = 255 5 while(L < 256 && count[L] == 0) 6 { 7 L += 1 8 } 9 while(L >= 0 && count[R] == 0)10 {11 R -= 112 }13 let n:Int = count.reduce(0,+)14 var sum:Double = 015 for i in 0...25516 {17 sum += Double(i * count[i])18 }19 let ave:Double = sum / Double(n)20 var cur:Int = 021 var mid:Double = 022 if (n & 1) != 023 {24 cur = 025 for i in 0...25526 {27 cur += count[i]28 if cur >= (n + 1) / 229 {30 mid = Double(i)31 break32 }33 }34 }35 else36 {37 let x:Int = n / 238 let y:Int = x + 139 cur = 040 for i in 0...25541 {42 cur += count[i]43 if cur >= x44 {45 mid += Double(i)46 break47 }48 }49 cur = 050 for i in 0...25551 {52 cur += count[i]53 if cur >= y54 {55 mid += Double(i)56 break57 }58 }59 mid /= 260 }61 let max_freq:Int = count.max() ?? Int.max62 var mode:Double = -1.063 for i in 0...25564 {65 if count[i] == max_freq66 {67 mode = Double(i)68 }69 }70 return [Double(L), Double(R), ave, mid, mode]71 }72 }
36ms
1 class Solution { 2 func sampleStats(_ count: [Int]) -> [Double] { 3 var minN = Int.max 4 var maxN = Int.min 5 var median: Double = 0 6 var mode = 0 7 var modeVal = 0 8 var countOfNum = 0 9 var sumVal = 010 for pair in count.enumerated() {11 if pair.element != 0 {12 minN = min(minN, pair.offset)13 maxN = max(maxN, pair.offset)14 if pair.element > mode {15 mode = pair.element16 modeVal = pair.offset17 }18 sumVal += pair.offset * pair.element19 countOfNum += pair.element20 }21 }22 23 if countOfNum % 2 == 1 {24 median = Double(valueBy(index: countOfNum/2, a: count))25 } else {26 median = Double(valueBy(index: countOfNum/2, a: count) + valueBy(index: countOfNum/2 - 1, a: count))/227 }28 29 return [Double(minN), Double(maxN), Double(sumVal)/Double(countOfNum), median, Double(modeVal)]30 }31 32 func valueBy(index: Int, a: [Int]) -> Int {33 var curentIndex = 034 for pair in a.enumerated() {35 curentIndex += pair.element36 if curentIndex > index {37 return pair.offset38 }39 }40 fatalError()41 }42 }