July 28, 2017

Machine Learning

Machine Learning is divided into

  • Supervised Learning
  • Unsupervised Learning

Summary of Cars dataset

        mpg             cyl             disp             hp       
   Min.   :10.40   Min.   :4.000   Min.   : 71.1   Min.   : 52.0  
   1st Qu.:15.43   1st Qu.:4.000   1st Qu.:120.8   1st Qu.: 96.5  
   Median :19.20   Median :6.000   Median :196.3   Median :123.0  
   Mean   :20.09   Mean   :6.188   Mean   :230.7   Mean   :146.7  
   3rd Qu.:22.80   3rd Qu.:8.000   3rd Qu.:326.0   3rd Qu.:180.0  
   Max.   :33.90   Max.   :8.000   Max.   :472.0   Max.   :335.0  
        drat             wt             qsec             vs        
   Min.   :2.760   Min.   :1.513   Min.   :14.50   Min.   :0.0000  
   1st Qu.:3.080   1st Qu.:2.581   1st Qu.:16.89   1st Qu.:0.0000  
   Median :3.695   Median :3.325   Median :17.71   Median :0.0000  
   Mean   :3.597   Mean   :3.217   Mean   :17.85   Mean   :0.4375  
   3rd Qu.:3.920   3rd Qu.:3.610   3rd Qu.:18.90   3rd Qu.:1.0000  
   Max.   :4.930   Max.   :5.424   Max.   :22.90   Max.   :1.0000  
         am              gear            carb      
   Min.   :0.0000   Min.   :3.000   Min.   :1.000  
   1st Qu.:0.0000   1st Qu.:3.000   1st Qu.:2.000  
   Median :0.0000   Median :4.000   Median :2.000  
   Mean   :0.4062   Mean   :3.688   Mean   :2.812  
   3rd Qu.:1.0000   3rd Qu.:4.000   3rd Qu.:4.000  
   Max.   :1.0000   Max.   :5.000   Max.   :8.000

Plot of cars