diff options
Diffstat (limited to 'views/model_details.haml')
| -rw-r--r-- | views/model_details.haml | 140 |
1 files changed, 68 insertions, 72 deletions
diff --git a/views/model_details.haml b/views/model_details.haml index c5e3370..3f1cc7a 100644 --- a/views/model_details.haml +++ b/views/model_details.haml @@ -1,7 +1,6 @@ -%div.panel.panel-default - %div.panel-heading - %b Model: - %div.panel-body +%div.card.bg-light + %div.card-body + %h6.card-title Model: Source: %a{:href=>model.source, :rel=>"external"} = model.source @@ -18,10 +17,9 @@ %a{:href=>"#{to("/predict/dataset/#{training_dataset.name}")}"} = training_dataset.name -%div.panel.panel-default - %div.panel-heading - %b Algorithms: - %div.panel-body +%div.card.bg-light + %div.card-body + %h6.card-title Algorithms: Similarity: %a{:href=> "http://www.rubydoc.info/gems/lazar/OpenTox%2F#{model.model.algorithms["similarity"]["method"].sub("::", "%2F")}", :rel=>"external"} = model.model.algorithms["similarity"]["method"] @@ -40,18 +38,15 @@ = model.model.algorithms["descriptors"]["method"]+"," = model.model.algorithms["descriptors"]["type"] -%div.panel.panel-default - - if type == "Classification" - %div.panel-heading - %b Independent crossvalidations: - - else - %div.panel-heading - %b Independent crossvalidations (-log10 transformed): - %div.panel-body - /%div.row{:id=>"validations#{model.id}", :style=>"background-color:#f5f5f5;"} +%div.card.bg-light + %div.card-body + - if type == "Classification" + %h6.card-title Independent crossvalidations: + - else + %h6.card-title Independent crossvalidations (-log10 transformed): %div.row{:id=>"validations#{model.id}"} - crossvalidations.each do |cv| - %span.col-xs-4.col-sm-4.col-md-4.col-lg-4 + %span.col-4 = "Num folds:\t" = cv.folds %br @@ -84,64 +79,65 @@ %p - ["confusion_matrix", "weighted_confusion_matrix"].each_with_index do |matrix,idx| %b= (idx == 0 ? "Confusion Matrix" : "Weighted Confusion Matrix") - %table.table.table-condensed.table-borderless{:style=>"width:20%;"} - %tbody - %tr - %td - %td - %td - %b actual - %td - %td - %tr - %td - %td - %td active - %td inactive - -#%td total - %tr - %td - %b predicted - %td active - %td - =( idx == 1 ? cv.send(matrix)[0][0].round(3) : cv.send(matrix)[0][0]) - %td - =( idx == 1 ? cv.send(matrix)[0][1].round(3) : cv.send(matrix)[0][1]) - -#%td - =cv.confusion_matrix[0][0]+cv.confusion_matrix[0][1] - %tr - %td - %td inactive - %td - =( idx == 1 ? cv.send(matrix)[1][0].round(3) : cv.send(matrix)[1][0]) - %td - =( idx == 1 ? cv.send(matrix)[1][1].round(3) : cv.send(matrix)[1][1]) - -#%td - =cv.confusion_matrix[1][0]+cv.confusion_matrix[1][1] - -#%tr - %td - %td total - %td - =cv.confusion_matrix[0][0]+cv.confusion_matrix[1][0] - %td - =cv.confusion_matrix[0][1]+cv.confusion_matrix[1][1] - %td - -#= "Confusion Matrix:\t" - -#= cv.confusion_matrix - %br + %div.table-responsive + %table.table.table-sm.table-borderless + %tbody + %tr + %td + %td + %td + %b actual + %td + %td + %tr + %td + %td + %td active + %td inactive + -#%td total + %tr + %td + %b predicted + %td active + %td + =( idx == 1 ? cv.send(matrix)[0][0].round(3) : cv.send(matrix)[0][0]) + %td + =( idx == 1 ? cv.send(matrix)[0][1].round(3) : cv.send(matrix)[0][1]) + -#%td + =cv.confusion_matrix[0][0]+cv.confusion_matrix[0][1] + %tr + %td + %td inactive + %td + =( idx == 1 ? cv.send(matrix)[1][0].round(3) : cv.send(matrix)[1][0]) + %td + =( idx == 1 ? cv.send(matrix)[1][1].round(3) : cv.send(matrix)[1][1]) + -#%td + =cv.confusion_matrix[1][0]+cv.confusion_matrix[1][1] + -#%tr + %td + %td total + %td + =cv.confusion_matrix[0][0]+cv.confusion_matrix[1][0] + %td + =cv.confusion_matrix[0][1]+cv.confusion_matrix[1][1] + %td + -#= "Confusion Matrix:\t" + -#= cv.confusion_matrix + %br %br /= "Confidence plot:" /%p.plot / %img{:src=>"confp#{cv.id}.svg"} - if model.regression? %br - %a.ht5{:href=>"https://en.wikipedia.org/wiki/Root-mean-square_deviation", :rel=>"external"} RMSE: + %a{:href=>"https://en.wikipedia.org/wiki/Root-mean-square_deviation", :rel=>"external"} RMSE: = cv.rmse.round(3) if cv.rmse %br - %a.ht5{:href=>"https://en.wikipedia.org/wiki/Mean_absolute_error", :rel=>"external"} MAE: + %a{:href=>"https://en.wikipedia.org/wiki/Mean_absolute_error", :rel=>"external"} MAE: = cv.mae.round(3) if cv.mae %br - %a.ht5{:href=>"https://en.wikipedia.org/wiki/Coefficient_of_determination", :rel=>"external"}= "R"+"<sup>2</sup>"+":" + %a{:href=>"https://en.wikipedia.org/wiki/Coefficient_of_determination", :rel=>"external"}= "R"+"<sup>2</sup>"+":" = cv.r_squared.round(3) if cv.r_squared %br /= "Confidence plot:" @@ -152,10 +148,10 @@ /%p.plot / %img{:src=>"/corrp#{cv.id}.svg"} -%div.panel.panel-default - %div.panel-heading - %b QMRF: - %div.panel-body - %a.btn.btn-default.btn-xs{:href=>"#{to("/report/#{model.id}")}", :id=>"report#{model.id}", :style=>"font-size:small;"} - %span.glyphicon.glyphicon-download-alt +%div.card.bg-light + %div.card-body + %h6.card-title QMRF: + %a.btn.btn-outline-info{:href=>"#{to("/report/#{model.id}")}", :id=>"report#{model.id}", :style=>"font-size:small;"} + %span.fa.fa-download XML +%br |