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| author | Christoph Helma <helma@in-silico.ch> | 2016-10-27 11:58:07 +0200 |
|---|---|---|
| committer | Christoph Helma <helma@in-silico.ch> | 2016-10-27 11:58:07 +0200 |
| commit | 8519274487166d75b3b9ae28e61f7a7be9f7e83c (patch) | |
| tree | 6815047dae4740e57c33bca9f65b5716f32e0b0f /lib/leave-one-out-validation.rb | |
| parent | aada2ff67eaba251d1eeedb7f3eb29282706f997 (diff) | |
probability plot for classification validations
Diffstat (limited to 'lib/leave-one-out-validation.rb')
| -rw-r--r-- | lib/leave-one-out-validation.rb | 3 |
1 files changed, 3 insertions, 0 deletions
diff --git a/lib/leave-one-out-validation.rb b/lib/leave-one-out-validation.rb index 59f43c5..538b7b3 100644 --- a/lib/leave-one-out-validation.rb +++ b/lib/leave-one-out-validation.rb @@ -5,6 +5,7 @@ module OpenTox class LeaveOneOut < Validation def self.create model + bad_request_error "Cannot create leave one out validation for models with supervised feature selection. Please use crossvalidation instead." if model.algorithms[:feature_selection] $logger.debug "#{model.name}: LOO validation started" t = Time.now model.training_dataset.features.first.nominal? ? klass = ClassificationLeaveOneOut : klass = RegressionLeaveOneOut @@ -48,6 +49,8 @@ module OpenTox field :rmse, type: Float, default: 0 field :mae, type: Float, default: 0 field :r_squared, type: Float + field :within_prediction_interval, type: Integer, default:0 + field :out_of_prediction_interval, type: Integer, default:0 field :correlation_plot_id, type: BSON::ObjectId end |