Model,AIC
prAUC ~ train,-1927.533343
prAUC ~ species,-2229.043627
prAUC ~ sample,-1799.720031
prAUC ~ species*sample,-2312.691556
prAUC ~ train-1 + (1|species),-2326.253516
prAUC ~ sample-1 + (1|species),-2090.195948
prAUC ~ (0 + train|species),-3393.800404
prAUC ~ (0 + sample|species),-2161.08232
rocAUC ~ train,-1859.915438
rocAUC ~ species,-2895.332743
rocAUC ~ sample,-1849.558009
rocAUC ~ species*sample,-2965.564427
rocAUC ~ train-1 + (1|species),-2820.211088
rocAUC ~ sample-1 + (1|species),-2740.747495
rocAUC ~ (0 + train|species),-4125.693804
rocAUC ~ (0 + sample|species),-2776.296662
diff_prAUC ~ diff_sample,-2737.581548
diff_prAUC ~ species,-3021.768228
diff_prAUC ~ mod_reg,-2710.48117
diff_prAUC ~ diff_sample + species,-3021.768228
diff_prAUC ~ diff_sample-1 + (1|species),-2964.180201
diff_prAUC ~ mod_reg-1 + (1|species),-2795.10831
diff_prAUC ~ (0 + diff_sample|species),-2944.913855
diff_rocAUC ~ diff_sample,-2788.428048
diff_rocAUC ~ species,-3045.924569
diff_rocAUC ~ mod_reg,-2768.415819
diff_rocAUC ~ diff_sample + species,-3045.924569
diff_rocAUC ~ diff_sample-1 + (1|species),-2986.618714
diff_rocAUC ~ mod_reg-1 + (1|species),-2837.924076
diff_rocAUC ~ (0 + diff_sample|species),-2961.552729