=== 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-weka.filters.supervised.instance.Resample-B0.0-S1-Z100.0
Instances:    1417
Attributes:   22
              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
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        1162               82.0042 %
Incorrectly Classified Instances       255               17.9958 %
Kappa statistic                          0.7169
Mean absolute error                      0.0482
Root mean squared error                  0.1945
Relative absolute error                 29.9036 %
Root relative squared error             68.5828 %
Total Number of Instances             1417     

=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0.921    0.130    0.881      0.921    0.901      0.793    0.924     0.905     homo_obligate_oligomer_obligate
                 0.600    0.002    0.800      0.600    0.686      0.689    0.881     0.610     homo_hetero_moderate_oligomer_obligate
                 0.742    0.076    0.762      0.742    0.752      0.672    0.900     0.764     hetero_obligate_monomer_oligomer_moderate
                 0.703    0.052    0.755      0.703    0.728      0.670    0.889     0.752     C_obligate_hetero_single_oligomer_obligate
                 0.613    0.009    0.613      0.613    0.613      0.604    0.862     0.478     homo_obligate_monomer_oligomer_moderate
                 0.842    0.003    0.800      0.842    0.821      0.818    0.946     0.590     homo_hetero_moderate_monomer_oligomer_moderate
                 0.455    0.004    0.500      0.455    0.476      0.473    0.675     0.343     hetero_obligate_oligomer_obligate
                 0.000    0.000    ?          0.000    ?          ?        0.507     0.001     homo_obligate_monomer_obligate
Weighted Avg.    0.820    0.095    ?          0.820    ?          ?        0.908     0.819     

=== Confusion Matrix ===

   a   b   c   d   e   f   g   h   <-- classified as
 666   1  26  18   7   3   2   0 |   a = homo_obligate_oligomer_obligate
   4  12   0   2   0   0   2   0 |   b = homo_hetero_moderate_oligomer_obligate
  44   1 259  39   4   1   1   0 |   c = hetero_obligate_monomer_oligomer_moderate
  28   1  49 185   0   0   0   0 |   d = C_obligate_hetero_single_oligomer_obligate
   9   0   3   0  19   0   0   0 |   e = homo_obligate_monomer_oligomer_moderate
   1   0   1   1   0  16   0   0 |   f = homo_hetero_moderate_monomer_oligomer_moderate
   3   0   2   0   1   0   5   0 |   g = hetero_obligate_oligomer_obligate
   1   0   0   0   0   0   0   0 |   h = homo_obligate_monomer_obligate

