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Showing posts with the label Machine Learning

What Is Feature Hashing (hashing-trick)?

I know feature hashing (hashing-trick) is used to reduce the dimensionality and handle sparsity of … Read more What Is Feature Hashing (hashing-trick)?

Classification Accuracy Based On Single Feature Set

I am trying to classify data based on prespecified labels. Got two columns and shown below: room_cl… Read more Classification Accuracy Based On Single Feature Set

Tensorflow Object Detection Api: Classification Weights Initialization When Changing Number Of Classes At Training Using Pre-trained Models

I want to utilize not only the feature-extractor pre-trained weights but also the feature-map layer… Read more Tensorflow Object Detection Api: Classification Weights Initialization When Changing Number Of Classes At Training Using Pre-trained Models

Number Of Features Of The Model Must Match The Input. Model N_features Is 40 And Input N_features Is 38

i am getting this error.please give me any suggestion to resolve it.here is my code.i am taking tra… Read more Number Of Features Of The Model Must Match The Input. Model N_features Is 40 And Input N_features Is 38

Tensorflow Training Model On Image And Text Features, With Multi Class Outputs

I have a dataset that includes both images and text features. The labels for the training data is a… Read more Tensorflow Training Model On Image And Text Features, With Multi Class Outputs

Polynomial Regression Values Generated Too Far From The Coordinates

As per the the below code for Polynomial Regression coefficients value, when I calculate the regre… Read more Polynomial Regression Values Generated Too Far From The Coordinates

Layer Names For Pretrained Inception V3 Model (tensorflow)

The task is to get per-layer output of a pretrained cnn inceptionv3 model. For example I feed an im… Read more Layer Names For Pretrained Inception V3 Model (tensorflow)

How To Use Cross-validation After Transforming Features

I have dataset with categorical and non categorical values. I applied OneHotEncoder for categorical… Read more How To Use Cross-validation After Transforming Features