From ca97a5fa2ee8bb99c4520525a4c443c986840c1a Mon Sep 17 00:00:00 2001
From: Lamron <lamrongol@gmail.com>
Date: Thu, 23 Jan 2025 15:09:14 +0900
Subject: [PATCH 1/4] Can get "residual sum of squares"

---
 regression.go | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/regression.go b/regression.go
index d5f76fb..5bc62ca 100644
--- a/regression.go
+++ b/regression.go
@@ -31,6 +31,7 @@ type Regression struct {
 	Formula           string
 	crosses           []featureCross
 	hasRun            bool
+	residual_sum_of_squares float64
 }
 
 type dataPoint struct {
@@ -233,15 +234,21 @@ func (r *Regression) calcPredicted() string {
 	observations := len(r.data)
 	var predicted float64
 	var output string
+	r.residual_sum_of_squares = 0.0
 	for i := 0; i < observations; i++ {
 		r.data[i].Predicted, _ = r.Predict(r.data[i].Variables)
 		r.data[i].Error = r.data[i].Predicted - r.data[i].Observed
+		r.residual_sum_of_squares += r.data[i].Error * r.data[i].Error
 
 		output += fmt.Sprintf("%v. observed = %v, Predicted = %v, Error = %v", i, r.data[i].Observed, predicted, r.data[i].Error)
 	}
 	return output
 }
 
+func (r *Regression) GetResidualSumOfSquares() float64 {
+	return r.residual_sum_of_squares
+}
+
 func (r *Regression) calcVariance() string {
 	observations := len(r.data)
 	var obtotal, prtotal, obvar, prvar float64

From fa6ef2f4129d4175e6bb6a2a3626eae9cb20643e Mon Sep 17 00:00:00 2001
From: Lamron <lamrongol@gmail.com>
Date: Thu, 23 Jan 2025 15:20:32 +0900
Subject: [PATCH 2/4] Init by `go mod` and remove ".travis.yml"

---
 .travis.yml | 11 -----------
 go.mod      |  5 +++++
 go.sum      |  4 ++++
 3 files changed, 9 insertions(+), 11 deletions(-)
 delete mode 100644 .travis.yml
 create mode 100644 go.mod
 create mode 100644 go.sum

diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 090a868..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-sudo: false
-language: go
-go:
-- 1.8.x
-- 1.9.x
-- 1.10.x
-- tip
-
-notifications:
-  email:
-    - infra@sajari.com
diff --git a/go.mod b/go.mod
new file mode 100644
index 0000000..c9e33be
--- /dev/null
+++ b/go.mod
@@ -0,0 +1,5 @@
+module github.com/lamrongol/regression
+
+go 1.23.4
+
+require gonum.org/v1/gonum v0.15.1
diff --git a/go.sum b/go.sum
new file mode 100644
index 0000000..2e11a1a
--- /dev/null
+++ b/go.sum
@@ -0,0 +1,4 @@
+golang.org/x/exp v0.0.0-20231110203233-9a3e6036ecaa h1:FRnLl4eNAQl8hwxVVC17teOw8kdjVDVAiFMtgUdTSRQ=
+golang.org/x/exp v0.0.0-20231110203233-9a3e6036ecaa/go.mod h1:zk2irFbV9DP96SEBUUAy67IdHUaZuSnrz1n472HUCLE=
+gonum.org/v1/gonum v0.15.1 h1:FNy7N6OUZVUaWG9pTiD+jlhdQ3lMP+/LcTpJ6+a8sQ0=
+gonum.org/v1/gonum v0.15.1/go.mod h1:eZTZuRFrzu5pcyjN5wJhcIhnUdNijYxX1T2IcrOGY0o=

From df95bdbc2d7e78e61cf4d5d8c2154bd6d74fa71c Mon Sep 17 00:00:00 2001
From: Lamron <lamrongol@gmail.com>
Date: Fri, 28 Mar 2025 20:02:34 +0900
Subject: [PATCH 3/4] Update gonum version.

---
 go.mod | 2 +-
 go.sum | 6 ++----
 2 files changed, 3 insertions(+), 5 deletions(-)

diff --git a/go.mod b/go.mod
index c9e33be..e613cfa 100644
--- a/go.mod
+++ b/go.mod
@@ -2,4 +2,4 @@ module github.com/lamrongol/regression
 
 go 1.23.4
 
-require gonum.org/v1/gonum v0.15.1
+require gonum.org/v1/gonum v0.16.0
diff --git a/go.sum b/go.sum
index 2e11a1a..83477d1 100644
--- a/go.sum
+++ b/go.sum
@@ -1,4 +1,2 @@
-golang.org/x/exp v0.0.0-20231110203233-9a3e6036ecaa h1:FRnLl4eNAQl8hwxVVC17teOw8kdjVDVAiFMtgUdTSRQ=
-golang.org/x/exp v0.0.0-20231110203233-9a3e6036ecaa/go.mod h1:zk2irFbV9DP96SEBUUAy67IdHUaZuSnrz1n472HUCLE=
-gonum.org/v1/gonum v0.15.1 h1:FNy7N6OUZVUaWG9pTiD+jlhdQ3lMP+/LcTpJ6+a8sQ0=
-gonum.org/v1/gonum v0.15.1/go.mod h1:eZTZuRFrzu5pcyjN5wJhcIhnUdNijYxX1T2IcrOGY0o=
+gonum.org/v1/gonum v0.16.0 h1:5+ul4Swaf3ESvrOnidPp4GZbzf0mxVQpDCYUQE7OJfk=
+gonum.org/v1/gonum v0.16.0/go.mod h1:fef3am4MQ93R2HHpKnLk4/Tbh/s0+wqD5nfa6Pnwy4E=

From 9eb3c82468c6eaa380cff90e993b95c6489b5b81 Mon Sep 17 00:00:00 2001
From: Lamron <lamrongol@gmail.com>
Date: Fri, 28 Mar 2025 20:20:07 +0900
Subject: [PATCH 4/4] Update Go version

---
 go.mod | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/go.mod b/go.mod
index e613cfa..d4f0d63 100644
--- a/go.mod
+++ b/go.mod
@@ -1,5 +1,5 @@
 module github.com/lamrongol/regression
 
-go 1.23.4
+go 1.24.1
 
 require gonum.org/v1/gonum v0.16.0