5
DATA MİNİNG Car Evaluation Database

D ATA M INING Car Evaluation Database. D ATA S ET I NFORMATION PRICE Buying ( Buying price ) VHigh, High, Med, Low Maint ( Price of the maintenance )

Embed Size (px)

Citation preview

Page 1: D ATA M INING Car Evaluation Database. D ATA S ET I NFORMATION PRICE Buying ( Buying price ) VHigh, High, Med, Low Maint ( Price of the maintenance )

DATA MİNİNGCar Evaluation Database

Page 2: D ATA M INING Car Evaluation Database. D ATA S ET I NFORMATION PRICE Buying ( Buying price ) VHigh, High, Med, Low Maint ( Price of the maintenance )

DATA SET INFORMATİON

PRICE Buying ( Buying price )

VHigh, High, Med, Low Maint ( Price of the maintenance )

VHigh, High, Med, Low

TECHNICAL Safety

Low, Med, High Doors ( Number of doors )

Two, Three, Four, FiveOrMore Persons ( Capacity )

Two, Four, More Luggage Boot ( Size of luggage boot )

Small, Med, Big

Page 3: D ATA M INING Car Evaluation Database. D ATA S ET I NFORMATION PRICE Buying ( Buying price ) VHigh, High, Med, Low Maint ( Price of the maintenance )

TARGET CLASS

Distribution ( Car Acceptability ) Unacc, Acc, Good, Vgood

Unacceptable Acceptable Good Very Good

Page 4: D ATA M INING Car Evaluation Database. D ATA S ET I NFORMATION PRICE Buying ( Buying price ) VHigh, High, Med, Low Maint ( Price of the maintenance )

TRAİNİNG DATASET

UnAcc Acc Good Vgood0

100

200

300

400

500

600

700

800

Acceptability%

Page 5: D ATA M INING Car Evaluation Database. D ATA S ET I NFORMATION PRICE Buying ( Buying price ) VHigh, High, Med, Low Maint ( Price of the maintenance )

EXAMPLE

Car : Med, Med, 2, 4, Big, High, Vgood