【文件属性】:
文件名称:机器学习技法(台大-林轩田)数据集
文件大小:174.28MB
文件格式:GZ
更新时间:2021-06-14 10:34:14
机器学习 技法 台大 数据集
机器学习技法(台大-林轩田)数据集
Embedding Numerous Features [嵌入大量的特徵]
-- Linear Support Vector Machine [線性支持向量機]
-- Dual Support Vector Machine [對偶支持向量機]
-- Kernel Support Vector Machine [核型支持向量機]
-- Soft-Margin Support Vector Machine [軟式支持向量機]
-- Kernel Logistic Regression [核型羅吉斯迴歸]
-- Support Vector Regression [支持向量迴歸]
Combining Predictive Features [融合預測性的特徵]
-- Bootstrap Aggregation [自助聚合法]
-- Adaptive Boosting [漸次提昇法]
-- Decision Tree [決策樹]
-- Random Forest [隨機森林]
-- Gradient Boosted Decision Tree [梯度提昇決策樹]
Distilling Hidden Features [萃取隱藏的特徵]
-- Neural Network [類神經網路]
-- Deep Learning [深度學習]
-- Radial Basis Function Network [逕向基函數網路]
-- Matrix Factorization [矩陣分解]
【文件预览】:
release1
----test_half_11(29.82MB)
----train_half_12(29.43MB)
----train_full_7(86.31MB)
----train_full_4(112.16MB)
----train_full_2(122.38MB)
----train_full_5(112.06MB)
----test_half_13(45.23MB)
----train_half_13(23.31MB)
----train_half_9(30.81MB)
----train_half_8(28.76MB)
----train_full_6(83.78MB)
----test_half_8(49.45MB)
----train_full_3(75.08MB)
----train_half_14(14.01MB)
----test_half_10(45.42MB)
----test_half_9(46.6MB)
----train_full_1(124.14MB)
----train_half_10(30.57MB)
----test_half_12(56.3MB)
----train_full_0(87.96MB)
----train_half_11(21.7MB)
----test_half_14(31.33MB)