机器学习常用单词词汇表

prediction learner cluster independent supervise positive binary regression classification hypothesis dimensionality feature attribute sample instance algorithm function statistic square subset scale parameterize probability posterior ordinary occasionally identical indicate invariance interpretation intermediate impose gap formalize forward exponential efficient expectation exceed discrete distortion density dimension covariance canonical concave continuous component appropriate algebra assignment architecture valued vocabulary vector theorem tangent threshold suffice scarce subtract spurious redundant variable remark reminiscent query perturbation precision preliminary polynomial proportional orientation orthogonal optimal optimization multinomial minor mutual validation latent instantiation intercept incremental hyperplane hone margin generative geometric frequentist filter forgo enumerate empirical extra divergence denote derivation complementarity constant constraint batch briefly broad axiom amenable amino acid wrapper variance valid thumb tolerance terminology temporarily trajectory sophisticated symmetric stochastic respectively restrict regularization quantity quadratic permissible pseudocode primal property partial derivative objective oscillate obtain naive notation matrix mapping magnitude logarithmic lieu distribution intuitive implement initial heuristic generalization generalized finite feasible equality ellipses encounter duality dual derive convex convergence affine bias arbitrary approximation