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Showing posts with the label Logistic Regression

Using Sgd Without Using Sklearn (logloss Increasing With Every Epoch)

def train(X_train,y_train,X_test,y_test,epochs,alpha,eta0): w,b = initialize_weights(X_train[0]… Read more Using Sgd Without Using Sklearn (logloss Increasing With Every Epoch)

How To Fix Nan Values Coming From The Implementation Of Logistic Regression?

After I get some processes to get x_train and y_train, I flatten them. The code snippets are shown … Read more How To Fix Nan Values Coming From The Implementation Of Logistic Regression?

Indexing A Csv Running Into Inconsistent Number Of Samples For Logistic Regression

I'm currently indexing a CSV with values below and running into the error: ValueError: Found i… Read more Indexing A Csv Running Into Inconsistent Number Of Samples For Logistic Regression

Multi-class Logistic Regression In Scikit Learn

I am having trouble with the proper call of Scikit's Logistic Regression for the multi-class ca… Read more Multi-class Logistic Regression In Scikit Learn

Logistic Regression With Spark Ml (data Frames)

I wrote the following code for logistic regression, I want to use the pipeline API provided by spar… Read more Logistic Regression With Spark Ml (data Frames)

Statmodels In Python Package, How Exactly Duplicated Features Are Handled?

I am a heavy R user and am recently learning python. I have a question about how statsmodels.api ha… Read more Statmodels In Python Package, How Exactly Duplicated Features Are Handled?

Explain Matplotlib Contourf Function

I am trying to plot a decision region (based on the output of a logistic regression) with matplotli… Read more Explain Matplotlib Contourf Function

Unable To Evaluate Score Using Decision_function() In Logistic Regression

I'm doing this Univ. Of Washington assignment where i have to predict the score of sample_test_… Read more Unable To Evaluate Score Using Decision_function() In Logistic Regression