Added examples for Lesson 14 on Machine Learning

Author: pdeitel

examples/ch14/ave_hi_nyc_jan_1895-2018.csv

@@ -0,0 +1,125 @@
+Date,Value,Anomaly
+189501,34.2,-3.2
+189601,34.7,-2.7
+189701,35.5,-1.9
+189801,39.6,2.2
+189901,36.4,-1.0
+190001,37.4,0.0
+190101,37.0,-0.4
+190201,35.0,-2.4
+190301,35.5,-1.9
+190401,29.8,-7.6
+190501,33.7,-3.7
+190601,42.3,4.9
+190701,40.5,3.1
+190801,38.3,0.9
+190901,39.6,2.2
+191001,36.1,-1.3
+191101,40.7,3.3
+191201,29.3,-8.1
+191301,46.9,9.5
+191401,36.9,-0.5
+191501,38.9,1.5
+191601,42.3,4.9
+191701,38.4,1.0
+191801,26.5,-10.9
+191901,40.6,3.2
+192001,29.7,-7.7
+192101,39.7,2.3
+192201,33.4,-4.0
+192301,35.2,-2.2
+192401,39.4,2.0
+192501,33.8,-3.6
+192601,37.2,-0.2
+192701,36.8,-0.6
+192801,40.0,2.6
+192901,37.8,0.4
+193001,38.5,1.1
+193101,38.2,0.8
+193201,47.6,10.2
+193301,45.6,8.2
+193401,39.8,2.4
+193501,35.0,-2.4
+193601,34.3,-3.1
+193701,45.7,8.3
+193801,37.3,-0.1
+193901,36.8,-0.6
+194001,30.0,-7.4
+194101,34.5,-2.9
+194201,36.5,-0.9
+194301,36.1,-1.3
+194401,39.0,1.6
+194501,31.5,-5.9
+194601,40.2,2.8
+194701,43.0,5.6
+194801,30.1,-7.3
+194901,43.5,6.1
+195001,47.6,10.2
+195101,42.5,5.1
+195201,42.4,5.0
+195301,42.4,5.0
+195401,37.0,-0.4
+195501,35.6,-1.8
+195601,36.2,-1.2
+195701,33.8,-3.6
+195801,36.4,-1.0
+195901,37.1,-0.3
+196001,37.8,0.4
+196101,31.9,-5.5
+196201,38.0,0.6
+196301,34.6,-2.8
+196401,40.2,2.8
+196501,34.0,-3.4
+196601,37.1,-0.3
+196701,41.6,4.2
+196801,31.7,-5.7
+196901,35.7,-1.7
+197001,29.9,-7.5
+197101,31.5,-5.9
+197201,40.5,3.1
+197301,40.6,3.2
+197401,39.7,2.3
+197501,41.7,4.3
+197601,32.6,-4.8
+197701,26.1,-11.3
+197801,32.3,-5.1
+197901,38.6,1.2
+198001,38.0,0.6
+198101,30.6,-6.8
+198201,30.9,-6.5
+198301,38.0,0.6
+198401,33.5,-3.9
+198501,33.0,-4.4
+198601,39.3,1.9
+198701,35.9,-1.5
+198801,34.2,-3.2
+198901,42.4,5.0
+199001,46.0,8.6
+199101,39.6,2.2
+199201,40.9,3.5
+199301,41.0,3.6
+199401,31.6,-5.8
+199501,42.6,5.2
+199601,37.0,-0.4
+199701,39.2,1.8
+199801,45.8,8.4
+199901,40.8,3.4
+200001,37.8,0.4
+200101,38.8,1.4
+200201,45.4,8.0
+200301,32.9,-4.5
+200401,31.0,-6.4
+200501,37.4,0.0
+200601,47.6,10.2
+200701,43.6,6.2
+200801,42.4,5.0
+200901,33.4,-4.0
+201001,38.1,0.7
+201101,34.8,-2.6
+201201,44.2,6.8
+201301,40.8,3.4
+201401,35.5,-1.9
+201501,36.1,-1.3
+201601,40.8,3.4
+201701,42.8,5.4
+201801,38.7,1.3

examples/ch14/ave_yearly_temp_nyc_1895-2017.csv

@@ -0,0 +1,124 @@
+Date,Value,Anomaly
+189512,52.1,-1.8
+189612,52.3,-1.6
+189712,52.3,-1.6
+189812,53.8,-0.1
+189912,52.7,-1.2
+190012,52.9,-1.0
+190112,51.2,-2.7
+190212,51.7,-2.2
+190312,51.7,-2.2
+190412,49.2,-4.7
+190512,51.5,-2.4
+190612,53.1,-0.8
+190712,51.0,-2.9
+190812,53.1,-0.8
+190912,51.8,-2.1
+191012,51.6,-2.3
+191112,52.8,-1.1
+191212,52.1,-1.8
+191312,54.3,0.4
+191412,51.4,-2.5
+191512,52.8,-1.1
+191612,51.6,-2.3
+191712,50.1,-3.8
+191812,52.6,-1.3
+191912,53.2,-0.7
+192012,52.0,-1.9
+192112,54.6,0.7
+192212,53.2,-0.7
+192312,52.4,-1.5
+192412,51.4,-2.5
+192512,53.0,-0.9
+192612,50.7,-3.2
+192712,52.9,-1.0
+192812,53.0,-0.9
+192912,53.3,-0.6
+193012,53.7,-0.2
+193112,55.0,1.1
+193212,54.3,0.4
+193312,53.6,-0.3
+193412,52.4,-1.5
+193512,52.5,-1.4
+193612,52.8,-1.1
+193712,53.9,0.0
+193812,54.6,0.7
+193912,54.1,0.2
+194012,51.3,-2.6
+194112,54.3,0.4
+194212,53.5,-0.4
+194312,53.2,-0.7
+194412,54.1,0.2
+194512,53.5,-0.4
+194612,54.8,0.9
+194712,53.2,-0.7
+194812,53.5,-0.4
+194912,56.3,2.4
+195012,53.0,-0.9
+195112,54.4,0.5
+195212,55.2,1.3
+195312,56.5,2.6
+195412,54.3,0.4
+195512,54.1,0.2
+195612,52.9,-1.0
+195712,54.9,1.0
+195812,52.0,-1.9
+195912,54.8,0.9
+196012,53.4,-0.5
+196112,54.5,0.6
+196212,52.8,-1.1
+196312,53.0,-0.9
+196412,54.0,0.1
+196512,53.6,-0.3
+196612,54.5,0.6
+196712,52.4,-1.5
+196812,53.5,-0.4
+196912,54.2,0.3
+197012,53.7,-0.2
+197112,54.6,0.7
+197212,53.3,-0.6
+197312,55.5,1.6
+197412,54.1,0.2
+197512,54.4,0.5
+197612,52.9,-1.0
+197712,53.5,-0.4
+197812,52.2,-1.7
+197912,54.3,0.4
+198012,53.8,-0.1
+198112,54.0,0.1
+198212,53.6,-0.3
+198312,54.8,0.9
+198412,54.2,0.3
+198512,54.6,0.7
+198612,54.5,0.6
+198712,54.7,0.8
+198812,54.3,0.4
+198912,53.5,-0.4
+199012,56.7,2.8
+199112,56.7,2.8
+199212,53.5,-0.4
+199312,55.0,1.1
+199412,54.8,0.9
+199512,55.0,1.1
+199612,54.1,0.2
+199712,54.7,0.8
+199812,57.5,3.6
+199912,56.9,3.0
+200012,54.2,0.3
+200112,56.6,2.7
+200212,56.8,2.9
+200312,53.8,-0.1
+200412,54.9,1.0
+200512,56.1,2.2
+200612,57.2,3.3
+200712,55.4,1.5
+200812,55.7,1.8
+200912,54.4,0.5
+201012,57.1,3.2
+201112,56.8,2.9
+201212,57.7,3.8
+201312,55.6,1.7
+201412,54.4,0.5
+201512,56.7,2.8
+201612,57.2,3.3
+201712,56.4,2.5