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)