From 0753ffe26113bdf4b70a5eb04c778ba1911f5e50 Mon Sep 17 00:00:00 2001 From: novak_99 Date: Fri, 4 Jun 2021 18:04:51 -0700 Subject: [PATCH] Reordered functions in Stat.hpp, added Stat.range, Stat.midrange, cleaned up code for LinAlg.max, LinAlg.min --- MLPP/LinAlg/LinAlg.cpp | 12 ++--------- MLPP/Stat/Stat.cpp | 44 +++++++++++++++++++++++++---------------- MLPP/Stat/Stat.hpp | 9 ++++++--- a.out | Bin 0 -> 1659544 bytes main.cpp | 18 ++++++++++------- 5 files changed, 46 insertions(+), 37 deletions(-) create mode 100755 a.out diff --git a/MLPP/LinAlg/LinAlg.cpp b/MLPP/LinAlg/LinAlg.cpp index 9235aef..1b1fa1e 100644 --- a/MLPP/LinAlg/LinAlg.cpp +++ b/MLPP/LinAlg/LinAlg.cpp @@ -391,19 +391,11 @@ namespace MLPP{ } double LinAlg::max(std::vector> A){ - std::vector max_elements; - for(int i = 0; i < A.size(); i++){ - max_elements.push_back(max(A[i])); - } - return max(max_elements); + return max(flatten(A)); } double LinAlg::min(std::vector> A){ - std::vector max_elements; - for(int i = 0; i < A.size(); i++){ - max_elements.push_back(min(A[i])); - } - return min(max_elements); + return min(flatten(A)); } std::vector> LinAlg::round(std::vector> A){ diff --git a/MLPP/Stat/Stat.cpp b/MLPP/Stat/Stat.cpp index 211e2b1..82d92c7 100644 --- a/MLPP/Stat/Stat.cpp +++ b/MLPP/Stat/Stat.cpp @@ -6,6 +6,7 @@ #include "Stat.hpp" #include "Activation/Activation.hpp" +#include "LinAlg/LinAlg.hpp" #include "Data/Data.hpp" #include #include @@ -66,6 +67,27 @@ namespace MLPP{ return modes; } + double Stat::range(std::vector x){ + LinAlg alg; + return alg.max(x) - alg.min(x); + } + + double Stat::midrange(std::vector x){ + return range(x)/2; + } + + double Stat::absAvgDeviation(std::vector x){ + double sum = 0; + for(int i = 0; i < x.size(); i++){ + sum += std::abs(x[i] - mean(x)); + } + return sum / x.size(); + } + + double Stat::standardDeviation(std::vector x){ + return std::sqrt(variance(x)); + } + double Stat::variance(std::vector x){ double sum = 0; for(int i = 0; i < x.size(); i++){ @@ -90,6 +112,11 @@ namespace MLPP{ return correlation(x, y) * correlation(x, y); } + double Stat::chebyshevIneq(double k){ + // X may or may not belong to a Gaussian Distribution + return 1 - 1 / (k * k); + } + double Stat::weightedMean(std::vector x, std::vector weights){ double sum = 0; double weights_sum = 0; @@ -189,21 +216,4 @@ namespace MLPP{ } return (y - x) / (log(y) - log(x)); } - - double Stat::standardDeviation(std::vector x){ - return std::sqrt(variance(x)); - } - - double Stat::absAvgDeviation(std::vector x){ - double sum = 0; - for(int i = 0; i < x.size(); i++){ - sum += std::abs(x[i] - mean(x)); - } - return sum / x.size(); - } - - double Stat::chebyshevIneq(double k){ - //Pr(|X - mu| >= k * sigma) <= 1/k^2, X may or may not belong to a Gaussian Distribution - return 1 - 1 / (k * k); - } } \ No newline at end of file diff --git a/MLPP/Stat/Stat.hpp b/MLPP/Stat/Stat.hpp index b1c01f8..58e5fc4 100644 --- a/MLPP/Stat/Stat.hpp +++ b/MLPP/Stat/Stat.hpp @@ -20,10 +20,16 @@ namespace MLPP{ double mean(std::vector x); double median(std::vector x); std::vector mode(std::vector x); + double range(std::vector x); + double midrange(std::vector x); + double absAvgDeviation(std::vector x); + double standardDeviation(std::vector x); double variance(std::vector x); double covariance(std::vector x, std::vector y); double correlation(std::vector x, std::vector y); double R2(std::vector x, std::vector y); + double chebyshevIneq(double k); + // Extras double weightedMean(std::vector x, std::vector weights); @@ -40,9 +46,6 @@ namespace MLPP{ double stolarskyMean(double x, double y, double p); double identricMean(double x, double y); double logMean(double x, double y); - double standardDeviation(std::vector x); - double absAvgDeviation(std::vector x); - double chebyshevIneq(double k); private: diff --git a/a.out b/a.out new file mode 100755 index 0000000000000000000000000000000000000000..36884c3d09df5d8c3b09dec6f1801664bffb5243 GIT binary patch literal 1659544 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0.1, 0.1}; // std::cout << "Arithmetic Mean: " << stat.mean(x) << std::endl; // std::cout << "Median: " << stat.median(x) << std::endl; // alg.printVector(stat.mode(x)); + // std::cout << "Range: " << stat.range(x) << std::endl; + // std::cout << "Midrange: " << stat.midrange(x) << std::endl; + // std::cout << "Absolute Average Deviation: " << stat.absAvgDeviation(x) << std::endl; + // std::cout << "Standard Deviation: " << stat.standardDeviation(x) << std::endl; // std::cout << "Variance: " << stat.variance(x) << std::endl; // std::cout << "Covariance: " << stat.covariance(x, y) << std::endl; // std::cout << "Correlation: " << stat.correlation(x, y) << std::endl; // std::cout << "R^2: " << stat.R2(x, y) << std::endl; + // // Returns 1 - (1/k^2) + // std::cout << "Chebyshev Inequality: " << stat.chebyshevIneq(2) << std::endl; // std::cout << "Weighted Mean: " << stat.weightedMean(x, w) << std::endl; // std::cout << "Geometric Mean: " << stat.geometricMean(x) << std::endl; // std::cout << "Harmonic Mean: " << stat.harmonicMean(x) << std::endl; @@ -103,10 +109,7 @@ int main() { // std::cout << "Stolarsky Mean (p = 5): " << stat.stolarskyMean(1, 10, 5) << std::endl; // std::cout << "Identric Mean: " << stat.identricMean(1, 10) << std::endl; // std::cout << "Logarithmic Mean: " << stat.logMean(1, 10) << std::endl; - // std::cout << "Standard Deviation: " << stat.standardDeviation(x) << std::endl; // std::cout << "Absolute Average Deviation: " << stat.absAvgDeviation(x) << std::endl; - // // Returns 1 - (1/k^2) - // std::cout << "Chebyshev Inequality: " << stat.chebyshevIneq(2) << std::endl; // // LINEAR ALGEBRA // std::vector> A = { @@ -144,12 +147,12 @@ int main() { // alg.printVector(model.modelSetTest((alg.transpose(inputSet)))); // std::cout << "ACCURACY: " << 100 * model.score() << "%" << std::endl; - // LOGISTIC REGRESSION + // // LOGISTIC REGRESSION // std::vector> inputSet; // std::vector outputSet; // data.setData(30, "/Users/marcmelikyan/Desktop/Data/BreastCancer.csv", inputSet, outputSet); // LogReg model(inputSet, outputSet); - // model.gradientDescent(0.0001, 100000, 0); + // model.SGD(0.001, 100000, 0); // model.MLE(0.1, 10000, 0); // alg.printVector(model.modelSetTest(inputSet)); // std::cout << "ACCURACY: " << 100 * model.score() << "%" << std::endl; @@ -188,7 +191,6 @@ int main() { // std::cout << "ACCURACY: " << 100 * model.score() << "%" << std::endl; // // SOFTMAX REGRESSION - // time_t start = time(0); // std::vector> inputSet; // std::vector tempOutputSet; // data.setData(4, "/Users/marcmelikyan/Desktop/Data/Iris.csv", inputSet, tempOutputSet); @@ -374,6 +376,8 @@ int main() { // std::vector vectorOfCubes = {1,2,64,27}; // alg.printMatrix(alg.cbrt(matrixOfCubes)); // alg.printVector(alg.cbrt(vectorOfCubes)); + // std::cout << alg.max({{1,2,3,4,5}, {6,5,3,4,1}, {9,9,9,9,9}}) << std::endl; + // std::cout << alg.min({{1,2,3,4,5}, {6,5,3,4,1}, {9,9,9,9,9}}) << std::endl; return 0; } \ No 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