Miscellaneous AI Calculators
10 free miscellaneous ai calculators in AI & ML.
- Class Imbalance Ratio CalculatorCalculate the imbalance ratio between majority and minority classes in a dataset.
- Dataset Split CalculatorCalculate train, validation, and test set sizes from a dataset split ratio.
- Oversampling Ratio CalculatorCalculate the oversampling ratio needed to balance minority classes in a dataset.
- Random Seed GeneratorGenerate a random seed value for reproducible machine learning experiments.
- Sequence Padding CalculatorCalculate the padding length needed to align sequences to a fixed model input length.
- Sequence Truncation CalculatorCalculate how much of a sequence will be truncated to fit a maximum input length.
- Stratified Split CalculatorCalculate class-balanced train and test set sizes using stratified sampling.
- Tokenizer Comparison CalculatorCompare how different tokenizers split the same text into tokens.
- Undersampling Ratio CalculatorCalculate the undersampling ratio needed to balance majority classes in a dataset.
- Vocabulary Size CalculatorEstimate the vocabulary size needed for a tokenizer given corpus statistics.