How to implement Multi-target classification in tensorflow? Say I have a list of features f1,f2,...,fn and i want to predict the class or a value of three targets t1,t2,and t3. So each target belongs to a single class only.
Multi-target classification in tensorflow
434 Views Asked by Neha At
1
There are 1 best solutions below
Related Questions in TENSORFLOW
- A deterministic GPU implementation of fused batch-norm backprop, when training is disabled, is not currently available
- Keras similarity calculation. Enumerating distance between two tensors, which indicates as lists
- Does tensorflow have a way of calculating input importance for simple neural networks
- How to predict input parameters from target parameter in a machine learning model?
- Windows 10 TensorFlow cannot detect Nvidia GPU
- unable to use ignore_class in SparseCategoricalCrossentropy
- Why is this code not working? I've tried everything and everything seems to be fine, but no
- Why convert jpeg into tfrecords?
- ValueError: The shape of the target variable and the shape of the target value in `variable.assign(value)` must match
- The kernel appears to have died. It will restart automatically. whenever i try to run the plt.imshow() and plt.show() function in jupyter notebook
- Pneumonia detection, using transfer learning
- Cannot install tensorflow ver 2.3.0 (distribution not found)
- AttributeError: module 'keras._tf_keras.keras.layers' has no attribute 'experimental'
- Error while loading .keras model: Layer node index out of bounds
- prediction model with python tensorflow and keras, gives error when predicting
Related Questions in TARGETS
- Multi-target classification in tensorflow
- Add multiple independent main() programs in one project - XCode
- make: Execution of multiple targets dependant on first one stops after making the first target
- Update CSproj Reference path when nuget install package
- Should I Use Multiple Targets or Separate Xcode Projects?
- Why cmake install() looks for output files in Release folder for VS
- NuGet & MSBuild via API - not executing targets file
- nmake modify macro based on target
- Navigate to errors from output of Exec task MSBuild
- CMake - Make whole subtree depending on another target?
- CMake Best Practice for using Targets
- Native DLLs Not Imported When Installing NuGet Package
- TargetDeviceFamily not recognized
- iOS - access class method using targets
- Msbuild ItemGroup exclude doesn't work with wildcards
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular # Hahtags
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
It sounds like you're interested in multinomial logistic regression. In TensorFlow, the most important function for this is tf.nn.softmax_cross_entropy_with_logits_v2.
This site gives a good idea how the softmax function makes it possible to classify a point in multiple categories.