=== Run information ===

Scheme:       weka.classifiers.lazy.IBk -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\""
Relation:     llps_onecat_data_draft2.oligo.state_no_llps_vars.nodimers.llps.types-weka.filters.supervised.instance.Resample-B0.0-S1-Z100.0
Instances:    1417
Attributes:   23
              dimer_groupid_sing_all_max_sum
              one_pfam_groupid_sing_intra_inter_freq_sum
              one_pfam_groupid_sing_oli_stat_sum
              one_pfam_groupid_sing_even_odd_sum
              one_pfam_groupid_sing_all_max_sum
              dimer_sing_intra_inter_freq_sum
              dimer_multi_intra_inter_freq_sum
              one_pfam_sing_intra_inter_freq_sum
              one_pfam_multi_intra_inter_freq_sum
              one_pfam_sing_oli_stat_sum
              one_pfam_multi_oli_stat_sum
              cell_loc
              threedid_llps
              flag_llps
              SLIM_llps
              SIGNAL_llps
              GENE_llps
              CONDEN_TYPE_llps
              TYPE_llps
              CONDEN_LLPS_llps
              LLPS_llps
              oli_stat
              check_llps
Test mode:    10-fold cross-validation

=== Classifier model (full training set) ===

IB1 instance-based classifier
using 1 nearest neighbour(s) for classification


Time taken to build model: 0 seconds

=== Stratified cross-validation ===
=== Summary ===

Correctly Classified Instances        1226               86.5208 %
Incorrectly Classified Instances       191               13.4792 %
Kappa statistic                          0.8366
Mean absolute error                      0.0187
Root mean squared error                  0.1211
Relative absolute error                 17.004  %
Root relative squared error             51.6101 %
Total Number of Instances             1417     

=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0.769    0.010    0.843      0.769    0.805      0.793    0.907     0.756     check_llps.csv9
                 0.912    0.007    0.927      0.912    0.919      0.912    0.962     0.914     check_llps.csv13
                 0.857    0.008    0.792      0.857    0.824      0.818    0.950     0.781     check_llps.csv8
                 0.798    0.030    0.774      0.798    0.785      0.757    0.903     0.736     check_llps.csv1
                 0.700    0.014    0.787      0.700    0.741      0.724    0.878     0.717     check_llps.csv4
                 0.875    0.005    0.875      0.875    0.875      0.870    0.958     0.836     check_llps.csv0
                 0.917    0.047    0.915      0.917    0.916      0.869    0.955     0.936     check_llps.csv3
                 0.789    0.034    0.736      0.789    0.762      0.733    0.911     0.732     check_llps.csv12
                 1.000    0.000    1.000      1.000    1.000      1.000    1.000     1.000     check_llps.csv2
                 0.925    0.003    0.902      0.925    0.914      0.911    0.972     0.908     check_llps.csv7
                 1.000    0.000    1.000      1.000    1.000      1.000    1.000     1.000     check_llps.csv14
                 0.833    0.001    0.833      0.833    0.833      0.832    0.967     0.809     check_llps.csv6
                 0.980    0.001    0.961      0.980    0.970      0.969    0.996     0.958     check_llps.csv5
                 0.909    0.000    1.000      0.909    0.952      0.953    0.950     0.910     check_llps.csv11
                 0.800    0.000    1.000      0.800    0.889      0.894    1.000     0.967     check_llps.csv10
Weighted Avg.    0.865    0.027    0.866      0.865    0.865      0.839    0.940     0.854     

=== Confusion Matrix ===

   a   b   c   d   e   f   g   h   i   j   k   l   m   n   o   <-- classified as
  70   0   0   7   3   0   4   6   0   1   0   0   0   0   0 |   a = check_llps.csv9
   0 114   0   2   3   0   2   2   0   2   0   0   0   0   0 |   b = check_llps.csv13
   2   1  42   1   0   1   2   0   0   0   0   0   0   0   0 |   c = check_llps.csv8
   4   2   2 130   5   1  10   9   0   0   0   0   0   0   0 |   d = check_llps.csv1
   2   3   3   5  70   1   5   9   0   0   0   1   1   0   0 |   e = check_llps.csv4
   0   2   0   0   1  49   3   1   0   0   0   0   0   0   0 |   f = check_llps.csv0
   4   0   4  14   3   1 463  16   0   0   0   0   0   0   0 |   g = check_llps.csv3
   1   1   2   9   1   2  15 120   0   0   0   1   0   0   0 |   h = check_llps.csv12
   0   0   0   0   0   0   0   0  26   0   0   0   0   0   0 |   i = check_llps.csv2
   0   0   0   0   0   1   1   0   0  37   0   0   1   0   0 |   j = check_llps.csv7
   0   0   0   0   0   0   0   0   0   0  32   0   0   0   0 |   k = check_llps.csv14
   0   0   0   0   1   0   1   0   0   0   0  10   0   0   0 |   l = check_llps.csv6
   0   0   0   0   1   0   0   0   0   0   0   0  49   0   0 |   m = check_llps.csv5
   0   0   0   0   0   0   0   0   0   1   0   0   0  10   0 |   n = check_llps.csv11
   0   0   0   0   1   0   0   0   0   0   0   0   0   0   4 |   o = check_llps.csv10

