Statistical Data Modeling and Machine Learning with Applications
Statistical Data Modeling and Machine Learning with Applications
English[eng]
9783040000000
mathematical competency||assessment||machine learning||classification and regression tree||CART ensembles and bagging||ensemble model||multivariate adaptive regression splines||cross-validation||dam inflow prediction||long short-term memory||wavelet transform||input predictor selection||hyper-parameter optimization||brain-computer interface||EEG motor imagery||CNN-LSTM architectures||real-time motion imagery recognition||artificial neural networks||banking||hedonic prices||housing||quantile regression||data quality||citizen science||consensus models||clustering||Gower’s interpolation formula||Gower’s metric||mixed data||multidimensional scaling||classification||data-adaptive kernel functions||image data||multi-category classifier||predictive models||support vector machine||stochastic gradient descent||damped Newton||convexity||METABRIC dataset||breast cancer subtyping||deep forest||multi-omics data||categorical data||similarity||feature selection||kernel density estimation||non-linear optimization||kernel clustering||n/a
English[eng]
9783040000000
mathematical competency||assessment||machine learning||classification and regression tree||CART ensembles and bagging||ensemble model||multivariate adaptive regression splines||cross-validation||dam inflow prediction||long short-term memory||wavelet transform||input predictor selection||hyper-parameter optimization||brain-computer interface||EEG motor imagery||CNN-LSTM architectures||real-time motion imagery recognition||artificial neural networks||banking||hedonic prices||housing||quantile regression||data quality||citizen science||consensus models||clustering||Gower’s interpolation formula||Gower’s metric||mixed data||multidimensional scaling||classification||data-adaptive kernel functions||image data||multi-category classifier||predictive models||support vector machine||stochastic gradient descent||damped Newton||convexity||METABRIC dataset||breast cancer subtyping||deep forest||multi-omics data||categorical data||similarity||feature selection||kernel density estimation||non-linear optimization||kernel clustering||n/a