机器学习之Coursera Andrew Ng 《Machine Learning》 week 6 test 2
本系列文章是coursera上Andrew Ng的《Machine Learning》的测验题,每次测验都会有不同的错,记录下来,不定时的补充。错的题目希望能帮我改正一下,我改错的也希望大家能提出。
1、
Accuarcy = (85 + 10) / 1000 = 0.095Precision = 85 / (85 + 890) = 0.087Recall = 85 / (85 + 15) = 0.85F1 score = 2 * (P * R) / (P + R) = 0.158
2、
(1)right
(2)right
3、
(1)right
(2)right
4、
(1)right
always predict spam(y=1):
Actual 1 Actual 0 Predict 1 1 99 Predict 0 0 0 P = 1%; R = 100%
always predict non-spam(y=0):
Actual 1 Acual 0 Predict 1 0 0 Predict 0 1 99
R = 0%; Accuracy = 99%;
(2)wrong
5、
(1)wrong
(2)wrong