VizieR

CfA VizieR . ADAC VizieR . Cambridge (UK) VizieR . IUCAA VizieR . INASAN VizieR .

VizieR

  
J/PASJ/72/89
  Hyper Suprime-Cam transients classification (Takahashi+, 2020)
Post annotation
  
1.J/PASJ/72/89/table6Optimized hyperparameters for classification (20 rows)

 
Query by Constraints constraints help applied on Columns (Output Order: + - )
ShowSortColumn  Constraint Explain   (UCD)
  recno  Record number assigned by the VizieR team. Should Not be used for identification. (meta.record)
  Case   [0/4] Case (meta.code)
  MInput (char) [V-] Pseudo-absolute magnitude (M) as input (yes = V) (stat.fit.param)
  mInput (char) [V-] Magnitude (m) as input (yes = V) (stat.fit.param)
  fInput (char) [V-] Normalized flux (f) as input (yes = V) (stat.fit.param)
  2T  Two-class hyperparameter T (number of repetitions) (stat.fit.param)
  2D  Two-class hyperparameter D (number of optimized neurons) (stat.fit.param)
  2DR  Two-class hyperparameter drop rate (rate of Dropout) (stat.fit.param)
  2bn  Two-class hyperparameter bn (use Batch Normalization if bn=1 else not use Batch Normalization) (stat.fit.param)
  2Type (char) Two-class hyperparameter type (type of Activation function) (stat.fit.param)
  3T  Three-class hyperparameter T (number of repetitions) (stat.fit.param)
  3D  Three-class hyperparameter D (number of optimized neurons) (stat.fit.param)
  3DR  Three-class hyperparameter drop rate (rate of Dropout) (stat.fit.param)
  3bn  Three-class hyperparameter bn (use Batch Normalization if bn=1 else not use Batch Normalization) (stat.fit.param)
  3Type (char) Three-class hyperparameter type (type of Activation function) (stat.fit.param)

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