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[encodings.js][s]: lint formatting
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Lines changed: 85 additions & 85 deletions
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import { assert } from "chai"
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import { LabelEncoder, OneHotEncoder } from "../../src/preprocessing/encodings"
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import { Series } from "../../src/core/series"
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import { assert } from "chai";
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import { LabelEncoder, OneHotEncoder } from "../../src/preprocessing/encodings";
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import { Series } from "../../src/core/series";
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describe("Encodings", function () {
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describe("LabelEncoder", function () {
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describe("LabelEncoder", function () {
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it("test the label encoding on array", function () {
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let data = ["dog", "cat", "man", "dog", "cat", "man", "man", "cat"]
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let encode = new LabelEncoder()
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let fit_data = [
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0, 1, 2, 0,
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1, 2, 2, 1
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]
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assert.deepEqual(encode.fit(data).values, fit_data)
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assert.deepEqual(encode.transform(["dog", "man"]).values, [0, 2])
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});
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it("test the label encoding on Series", function () {
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let data = ["dog", "cat", "man", "dog", "cat", "man", "man", "cat"]
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let series = new Series(data)
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let encode = new LabelEncoder()
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let fit_data = [
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0, 1, 2, 0,
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1, 2, 2, 1
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]
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assert.deepEqual(encode.fit(series).values, fit_data)
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assert.deepEqual(encode.transform(["dog", "man"]).values, [0, 2])
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});
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it("label encoding directly from a Series", function () {
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let data = new Series(["dog", "cat", "man", "dog", "cat", "man", "man", "cat"])
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let to_label_encode = new Series(["dog", "man"])
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let encode = new LabelEncoder()
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let fit_data = [
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0, 1, 2, 0,
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1, 2, 2, 1
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]
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assert.deepEqual(encode.fit(data).values, fit_data)
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assert.deepEqual(encode.transform(to_label_encode).values, [0, 2])
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});
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// it("Label encoding on Series", function () {
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// let data = ["dog", "cat", "man", "dog", "cat", "man", "man", "cat"]
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// let series = new Series(data)
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// let encode = new LabelEncoder()
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// let fit_data = [
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// 0, 1, 2, 0,
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// 1, 2, 2, 1
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// ]
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// assert.deepEqual(encode.fit(series).values, fit_data)
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// assert.deepEqual(encode.transform(["dog", "man"]).values, [0, 2])
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// });
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it("test the label encoding on array", function () {
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let data = [ "dog", "cat", "man", "dog", "cat", "man", "man", "cat" ];
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let encode = new LabelEncoder();
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let fit_data = [
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0, 1, 2, 0,
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1, 2, 2, 1
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];
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assert.deepEqual(encode.fit(data).values, fit_data);
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assert.deepEqual(encode.transform([ "dog", "man" ]).values, [ 0, 2 ]);
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});
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it("test the label encoding on Series", function () {
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let data = [ "dog", "cat", "man", "dog", "cat", "man", "man", "cat" ];
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let series = new Series(data);
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let encode = new LabelEncoder();
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let fit_data = [
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0, 1, 2, 0,
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1, 2, 2, 1
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];
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assert.deepEqual(encode.fit(series).values, fit_data);
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assert.deepEqual(encode.transform([ "dog", "man" ]).values, [ 0, 2 ]);
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});
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it("label encoding directly from a Series", function () {
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let data = new Series([ "dog", "cat", "man", "dog", "cat", "man", "man", "cat" ]);
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let to_label_encode = new Series([ "dog", "man" ]);
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let encode = new LabelEncoder();
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let fit_data = [
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0, 1, 2, 0,
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1, 2, 2, 1
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];
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assert.deepEqual(encode.fit(data).values, fit_data);
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assert.deepEqual(encode.transform(to_label_encode).values, [ 0, 2 ]);
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});
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// it("Label encoding on Series", function () {
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// let data = ["dog", "cat", "man", "dog", "cat", "man", "man", "cat"]
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// let series = new Series(data)
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// let encode = new LabelEncoder()
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// let fit_data = [
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// 0, 1, 2, 0,
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// 1, 2, 2, 1
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// ]
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// assert.deepEqual(encode.fit(series).values, fit_data)
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// assert.deepEqual(encode.transform(["dog", "man"]).values, [0, 2])
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// });
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})
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});
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describe("OneHotEncoder", function () {
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describe("OneHotEncoder", function () {
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it("test onehotencoding on array", function () {
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let data = ["dog", "cat", "man", "dog", "cat", "man", "man", "cat"]
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let encode = new OneHotEncoder()
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let fit_data = [
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[1, 0, 0],
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[0, 1, 0],
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[0, 0, 1],
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[1, 0, 0],
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[0, 1, 0],
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[0, 0, 1],
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[0, 0, 1],
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[0, 1, 0]
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]
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let transform_data = [[0, 0, 1], [0, 1, 0]]
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it("test onehotencoding on array", function () {
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let data = [ "dog", "cat", "man", "dog", "cat", "man", "man", "cat" ];
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let encode = new OneHotEncoder();
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let fit_data = [
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[ 1, 0, 0 ],
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[ 0, 1, 0 ],
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[ 0, 0, 1 ],
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[ 1, 0, 0 ],
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[ 0, 1, 0 ],
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[ 0, 0, 1 ],
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[ 0, 0, 1 ],
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[ 0, 1, 0 ]
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];
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let transform_data = [ [ 0, 0, 1 ], [ 0, 1, 0 ] ];
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assert.deepEqual(encode.fit(data).values, fit_data);
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assert.deepEqual(encode.transform(["man", "cat"]).values, transform_data)
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})
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it("test onehotencoding on Series", function () {
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let data = ["dog", "cat", "man", "dog", "cat", "man", "man", "cat"]
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let series = new Series(data)
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let encode = new OneHotEncoder()
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let fit_data = [
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[1, 0, 0],
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[0, 1, 0],
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[0, 0, 1],
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[1, 0, 0],
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[0, 1, 0],
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[0, 0, 1],
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[0, 0, 1],
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[0, 1, 0]
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]
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let transform_data = [[0, 0, 1], [0, 1, 0]]
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assert.deepEqual(encode.fit(data).values, fit_data);
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assert.deepEqual(encode.transform([ "man", "cat" ]).values, transform_data);
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});
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it("test onehotencoding on Series", function () {
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let data = [ "dog", "cat", "man", "dog", "cat", "man", "man", "cat" ];
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let series = new Series(data);
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let encode = new OneHotEncoder();
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let fit_data = [
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[ 1, 0, 0 ],
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[ 0, 1, 0 ],
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[ 0, 0, 1 ],
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[ 1, 0, 0 ],
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[ 0, 1, 0 ],
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[ 0, 0, 1 ],
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[ 0, 0, 1 ],
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[ 0, 1, 0 ]
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];
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let transform_data = [ [ 0, 0, 1 ], [ 0, 1, 0 ] ];
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assert.deepEqual(encode.fit(series).values, fit_data);
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assert.deepEqual(encode.transform(new Series(["man", "cat"])).values, transform_data)
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})
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assert.deepEqual(encode.fit(series).values, fit_data);
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assert.deepEqual(encode.transform(new Series([ "man", "cat" ])).values, transform_data);
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});
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});
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});
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});

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