print('C parameter: ', c_param) print('---') print('') recall_accs = [] for iteration,indices in enumerate(flod.split(y_train_data),start=1): lr=LogisticRegression(C=c_param,penalty='l1') lr.fit(x_train_data.iloc[indices[0],:],y_train_data.iloc[indices[0],:].values.ravel...
standard name means that the text string in the far right column was used to sort the output. this could be changed by the sort parameter. line no. 3 onwards contain the functions and sub functions called internally. let’s see what each column in the table means. ncalls : shows the ...
的tanh()函数是CMATH报头的库函数,它被用于查找给定值(双曲角)的双曲正切,它接受一个数字(x)和返回x的双曲正切。 Syntax of tanh() function: tanh()函数的语法: tanh(x); Parameter(s): x – is the number (hyperbolic angel) to be used to calculate the hyperbolic tangent. 参数: x –是用于...
Intensity (MFI) by generating a five-parameter logistic (5-PL) curve-fit and multiplying by the dilution factor. Specimens outside the standard range were further diluted and the assay repeated. Samples analyzed were fro...
Conditional logistic regressionRisk factorBladder carcinoma (BC) accounts for >90% of all urothelial cancers. Pathological diagnosis through cytoscopic biopsy is the gold standard, whereas non-invasive diagnostic tools remain lacking. The "Atyp.C" parameter of the Sysmex UF-5000 urine particle ...
float or None, optional (default=None). The Elastic-Net mixing parameter, with 0 <= l1_ratio <= 1. Only used if penalty=‘elasticnet’`. Setting ``l1_ratio=0 is equivalent to using penalty=‘l2’, while setting l1_ratio=1 is equivalent to using penalty=‘l1’. ...
ods output parameterestimates=paramest /*输出交叉验证的参数估计值*/ association=assoc; /*输出交叉验证的C统计量*/ proc logistic data=cv des; /*des控制以Y=1来建模*/ /* class new_y (param=ref ref='yes'); 若new_y是分类变量,则用class对其参数化处理,这里选择处理方式为ref,以“yes”作为参考...
These differences in chromosomal interaction patterns provide a way to distinguish ecDNA from HSR using single-cell Hi-C data. To this end, we developed a multivariate logistic regression model to predict ecDNA based on the hub index, estimated copy number andtrans-to-ciscontact ratios (Extended ...
The relative potency (REP) to the reference standard was calculated by parallel line analysis with the Gen5™ Data Analysis Software which uses a constrained model for maximum response parameter to generate REP values which are the normalized by the EU/ml of the reference standard sera. A log...
module to calculate beta coefficients from regression tssc install betacoef betafit module to fit a two-parameter beta distribution tssc install betafit betaprior module to calculate the parameters of a Beta distribution given the mean and variance tssc install betaprior betterbar module ...