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probability_distribution

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data
data
 
 
demo_ANOVA_1.py
demo_ANOVA_1.py
 
 
demo_ANOVA_2.py
demo_ANOVA_2.py
 
 
demo_MPSegment_1.py
demo_MPSegment_1.py
 
 
demo_binomialRec_1.c
demo_binomialRec_1.c
 
 
demo_binomialRec_2.c
demo_binomialRec_2.c
 
 
demo_binomialRec_3.c
demo_binomialRec_3.c
 
 
demo_bmm_1.py
demo_bmm_1.py
 
 
demo_boston_housing_data_1.py
demo_boston_housing_data_1.py
 
 
demo_boston_housing_data_2.py
demo_boston_housing_data_2.py
 
 
demo_boston_housing_data_3.py
demo_boston_housing_data_3.py
 
 
demo_decision_tree_1.py
demo_decision_tree_1.py
 
 
demo_fmm_1.py
demo_fmm_1.py
 
 
demo_maximum_matching_1.cpp
demo_maximum_matching_1.cpp
 
 
demo_maximum_matching_2.cpp
demo_maximum_matching_2.cpp
 
 
demo_naive_bayesian_1.cpp
demo_naive_bayesian_1.cpp
 
 
demo_normal_distribution_1.cpp
demo_normal_distribution_1.cpp
 
 
demo_normal_distribution_2.c
demo_normal_distribution_2.c
 
 
demo_normal_distribution_3.c
demo_normal_distribution_3.c
 
 
demo_normal_distribution_4.py
demo_normal_distribution_4.py
 
 
demo_normal_distribution_5.py
demo_normal_distribution_5.py
 
 
demo_normal_distribution_6.cpp
demo_normal_distribution_6.cpp
 
 
demo_normal_distribution_7.py
demo_normal_distribution_7.py
 
 
readme.md
readme.md
 
 

readme.md

参考资料

概率
信息熵、条件熵、信息增益、信息增益比率
卡方检验
归一化、标准化
显著性检验
欠拟合、过拟合、适度拟合
交叉验证