PMC:4289553 / 10441-11206
Annnotations
{"target":"http://pubannotation.org/docs/sourcedb/PMC/sourceid/4289553","sourcedb":"PMC","sourceid":"4289553","source_url":"https://www.ncbi.nlm.nih.gov/pmc/4289553","text":"The best performance in terms of mean validated AUC-values was achieved when the full development set was used (n = 12,820, number of events = 6013, event rate 46.9%) and by the models generated with the same modelling technique as the reference model, except when the reference model was generated with NN, in which case the RF model had the best performance (AUC 0.810, Table 2).\nTable 2 AUCmax per reference model, HNSCC cohort\nReference model\nLR CART SV NN RF\nLR 0.797 0.745 0.803 0.802 0.880\nCART 0.730 0.748 0.749 0.728 0.822\nSVM 0.787 0.740 0.814 0.802 0.898\nNN 0.785 0.744 0.800 0.804 0.869\nRF 0.784 0.747 0.810 0.810 0.929\nBold numbers are for model performance when the underlying model was specified according to the modelling technique considered.","divisions":[{"label":"label","span":{"begin":382,"end":389}},{"label":"caption","span":{"begin":390,"end":431}},{"label":"p","span":{"begin":390,"end":431}},{"label":"table","span":{"begin":432,"end":637}},{"label":"tr","span":{"begin":432,"end":447}},{"label":"th","span":{"begin":432,"end":447}},{"label":"tr","span":{"begin":448,"end":464}},{"label":"th","span":{"begin":448,"end":450}},{"label":"th","span":{"begin":451,"end":455}},{"label":"th","span":{"begin":456,"end":458}},{"label":"th","span":{"begin":459,"end":461}},{"label":"th","span":{"begin":462,"end":464}},{"label":"tr","span":{"begin":465,"end":498}},{"label":"td","span":{"begin":465,"end":468}},{"label":"td","span":{"begin":468,"end":474}},{"label":"td","span":{"begin":475,"end":480}},{"label":"td","span":{"begin":481,"end":486}},{"label":"td","span":{"begin":487,"end":492}},{"label":"td","span":{"begin":493,"end":498}},{"label":"tr","span":{"begin":499,"end":534}},{"label":"td","span":{"begin":499,"end":504}},{"label":"td","span":{"begin":504,"end":509}},{"label":"td","span":{"begin":510,"end":516}},{"label":"td","span":{"begin":517,"end":522}},{"label":"td","span":{"begin":523,"end":528}},{"label":"td","span":{"begin":529,"end":534}},{"label":"tr","span":{"begin":535,"end":569}},{"label":"td","span":{"begin":535,"end":539}},{"label":"td","span":{"begin":539,"end":544}},{"label":"td","span":{"begin":545,"end":550}},{"label":"td","span":{"begin":551,"end":557}},{"label":"td","span":{"begin":558,"end":563}},{"label":"td","span":{"begin":564,"end":569}},{"label":"tr","span":{"begin":570,"end":603}},{"label":"td","span":{"begin":570,"end":573}},{"label":"td","span":{"begin":573,"end":578}},{"label":"td","span":{"begin":579,"end":584}},{"label":"td","span":{"begin":585,"end":590}},{"label":"td","span":{"begin":591,"end":597}},{"label":"td","span":{"begin":598,"end":603}},{"label":"tr","span":{"begin":604,"end":637}},{"label":"td","span":{"begin":604,"end":607}},{"label":"td","span":{"begin":607,"end":612}},{"label":"td","span":{"begin":613,"end":618}},{"label":"td","span":{"begin":619,"end":624}},{"label":"td","span":{"begin":625,"end":630}},{"label":"td","span":{"begin":631,"end":637}}],"tracks":[]}