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Tag model-selection - This is page 15 - GeneraCodice
Do models without parameters exist?
https://www.generacodice.com/en/articolo/1490779/do-models-without-parameters-exist
parameter
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training
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model-selection
datascience.stackexchange
Why exactly using a test set for model evaluation is a bad idea?
https://www.generacodice.com/en/articolo/1490709/why-exactly-using-a-test-set-for-model-evaluation-is-a-bad-idea
evaluation
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training
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model-selection
datascience.stackexchange
Why are RNN/LSTM preferred in time series analysis and not other NN?
https://www.generacodice.com/en/articolo/1490419/why-are-rnn-lstm-preferred-in-time-series-analysis-and-not-other-nn
time-series
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neural-network
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predictive-modeling
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rnn
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model-selection
datascience.stackexchange
Is Gini coefficient a good metric for measuring predictive model performance on highly imbalanced data
https://www.generacodice.com/en/articolo/1148517/is-gini-coefficient-a-good-metric-for-measuring-predictive-model-performance-on-highly-imbalanced-data
evaluation
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predictive-modeling
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accuracy
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model-selection
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class-imbalance
datascience.stackexchange
Variance in cross validation score / model selection
https://www.generacodice.com/en/articolo/1124296/variance-in-cross-validation-score-model-selection
cross-validation
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model-selection
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xgboost
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parameter-estimation
datascience.stackexchange
Comparing SMOTE to down sampling the majority class in imbalanced binary classification
https://www.generacodice.com/en/articolo/1123551/comparing-smote-to-down-sampling-the-majority-class-in-imbalanced-binary-classification
classification
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unbalanced-classes
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cross-validation
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model-selection
datascience.stackexchange
Is ROC and AUC the only criteria for choosing a model?
https://www.generacodice.com/en/articolo/1121686/is-roc-and-auc-the-only-criteria-for-choosing-a-model
model-selection
datascience.stackexchange
Nested cross-validation and selecting the best regression model - is this the right SKLearn process?
https://www.generacodice.com/en/articolo/1119995/nested-cross-validation-and-selecting-the-best-regression-model-is-this-the-right-sklearn-process
python
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scikit-learn
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cross-validation
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model-selection
datascience.stackexchange
Any “rules of thumb” on number of features versus number of instances? (small data sets)
https://www.generacodice.com/en/articolo/1116279/any-rules-of-thumb-on-number-of-features-versus-number-of-instances-small-data-sets
feature-selection
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model-selection
datascience.stackexchange
On coursera what exactly does Andrew Ng say in videos Lectures 60 & 61 of machine learning?
https://www.generacodice.com/en/articolo/1113592/on-coursera-what-exactly-does-andrew-ng-say-in-videos-lectures-60-61-of-machine-learning
machine-learning
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cross-validation
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model-selection
datascience.stackexchange
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