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Showing posts with the label Classification

Keras - Precision And Recall Is Greater Than 1 (multi Classification)

I am working on a multi classification problem using CNN's in keras. My precision and recall sc… Read more Keras - Precision And Recall Is Greater Than 1 (multi Classification)

Wrong Output Of Prediction Function In Tensorflow

I am going to perform pixel-based classification on an image. Here is the code I used for training … Read more Wrong Output Of Prediction Function In Tensorflow

Nltk Naive Bayesian Classifier Memory Issue

my first post here! I have problems using the nltk NaiveBayesClassifier. I have a training set of 7… Read more Nltk Naive Bayesian Classifier Memory Issue

Vectorized Relabeling Of Numpy Array To Consecutive Numbers And Retrieving Back

I have a huge training dataset with 4 classes. These classes are labeled non-consecutively. To be a… Read more Vectorized Relabeling Of Numpy Array To Consecutive Numbers And Retrieving Back

Multiclass Classification Using Gaussian Mixture Models With Scikit Learn

I am trying to use sklearn.mixture.GaussianMixture for classification of pixels in an hyper-spectra… Read more Multiclass Classification Using Gaussian Mixture Models With Scikit Learn

How To Apply A Scikitlearn Classifier To Tiles/windows In A Large Image

Given is a trained classifer in scikit learn, e.g. a RandomForestClassifier. The classifier has bee… Read more How To Apply A Scikitlearn Classifier To Tiles/windows In A Large Image

Bert Get Sentence Level Embedding After Fine Tuning

I came across this page 1) I would like to get sentence level embedding (embedding given by [CLS] t… Read more Bert Get Sentence Level Embedding After Fine Tuning

Python File Format For Email Classification With Svm-light

I am working with email subject, so I have 20 emails i want to classify, and a file with 20 lines -… Read more Python File Format For Email Classification With Svm-light

Error When Checking Input: Expected Flatten_input To Have 3 Dimensions, But Got Array With Shape (none, 100, 100, 1)

Using TensorFlow/Keras, I want to classify pictures into two classes, selfie and non-selfie. I have… Read more Error When Checking Input: Expected Flatten_input To Have 3 Dimensions, But Got Array With Shape (none, 100, 100, 1)

Keras Model Doesn't Seem To Work

I have the following keras model and when I train the model, it doesn't seem to learn from it. … Read more Keras Model Doesn't Seem To Work

Optimal Feature Selection Technique After Pca?

I'm implementing a classification task with binary outcome using RandomForestClassifier and I k… Read more Optimal Feature Selection Technique After Pca?

Detecting Audio Inside Audio [Audio Recognition]

I need to build a software that does audio recognition from a small audio sample (A) inside other a… Read more Detecting Audio Inside Audio [Audio Recognition]

How To Add A Feature To A Vectorized Data Set?

I want to write a Naive Base text classificator. Because sklearn does not accept 'text form… Read more How To Add A Feature To A Vectorized Data Set?

SGDClassifier Giving Different Accuracy Each Time For Text Classification

I'm using the SVM Classifier for classifying text as good text and gibberish. I'm using pyt… Read more SGDClassifier Giving Different Accuracy Each Time For Text Classification

Keras' Fit_generator() For Binary Classification Predictions Always 50%

I have set up a model to train on classifying whether an image is a certain video game or not. I pr… Read more Keras' Fit_generator() For Binary Classification Predictions Always 50%