Mobile Price Prediction

Mobile-phones-price-prediction

Used dataset: https://www.kaggle.com/davisraimon/mobile-price-classification/data

Short description of the dataset:

Feature name	Feature description	Type
id	ID	Numeric
battery_power	Total energy a battery can store in mAh	Numeric
blue	Has bluetooth or not	Boolean
clock_speed	Speed at which microprocessor executes instructions	Numeric
dual_sim	Has dual sim support or not	Boolean
fc	Front Camera mega pixels	Numeric
four_g	Has 4G or not	Boolean
int_memory	Internal Memory in Gigabytes	Numeric
m_dep	Mobile Depth in cm	Numeric
mobile_wt	Weight of mobile phone	Numeric
n_cores	Number of cores of processor	Numeric
pc	Primary Camera mega pixels	Numeric
px_height	Pixel Resolution Height	Numeric
px_width	Pixel Resolution Width	Numeric
ram	Random Access Memory in Megabytes	Numeric
sc_h	Screen Height of mobile in cm	Numeric
sc_w	Screen Width of mobile in cm	Numeric
talk_time	Longest time that battery will last by a call	Numeric
three_g	Has 3G or not	Boolean
touch_screen	Has touch screen or not	Boolean
wifi	Has wifi or not	Numeric

Accuracy:

Model name	Accuracy
KNN classifier with 9 NN	92.8%