Raw data (Models evaluation)

ParameterAll_parametervariableswide_selection_of_biology_and_chemistry_variableschemistry_variablesbiology_variablesfew_selected_biology_variablesExperiment
Sensitivity0.988946610.589808780.988504480.507129440.4587156Rpart
Specificity0.991258560.960961910.991223450.937546080.94653326Rpart
Pos Pred Value0.972923010.827543420.97280540.720590540.73153534Rpart
Neg Pred Value0.996470920.880613820.996330150.856922830.84629147Rpart
Precision0.972923010.827543420.97280540.720590540.73153534Rpart
Recall0.988946610.589808780.988504480.507129440.4587156Rpart
F10.980869370.68873830.980592110.595302970.5638587Rpart
Prevalence0.241047640.241047640.241047640.241047640.24104764Rpart
Detection Rate0.238383250.142172010.238276670.122242350.11057231Rpart
Detection Prevalence0.245017580.171800060.244937650.169641910.15115102Rpart
Balanced Accuracy0.990102580.775385340.989863960.722337760.70262443Rpart
Accuracy0.990701270.871496320.990568050.833795160.82894597Rpart
Kappa0.974727820.610622890.974362870.494673720.4643337Rpart
AccuracyLower0.989677990.868068630.989537930.829989890.82509766Rpart
AccuracyUpper0.99164750.874866430.991521160.837548710.83274331Rpart
AccuracyNull0.758952360.758952360.758952360.758952360.75895236Rpart
AccuracyPValue0001.43E-2734.21E-238Rpart
McnemarPValue2.33E-152.75E-3061.29E-143.43E-2520Rpart
Sensitivity0.592903720.592903720.338565270.515972150.47816956NB
Specificity0.838090220.838090220.931893980.779849040.84830613NB
Pos Pred Value0.537690460.537690460.612232660.426730050.50028912NB
Neg Pred Value0.86634490.86634490.816041070.835332610.83655877NB
Precision0.537690460.537690460.612232660.426730050.50028912NB
Recall0.592903720.592903720.338565270.515972150.47816956NB
F10.56394890.56394890.436014230.467126990.48897932NB
Prevalence0.241047640.241047640.241047640.241047640.24104764NB
Detection Rate0.142918040.142918040.081610360.124373870.11526164NB
Detection Prevalence0.265799850.265799850.133299580.291457960.23039007NB
Balanced Accuracy0.715496970.715496970.635229620.647910590.66323784NB
Accuracy0.77898860.77898860.788873490.716242140.75908558NB
Kappa0.416404730.416404730.319131520.276118840.33147618NB
AccuracyLower0.774755990.774755990.784709110.71165130.75472594NB
AccuracyUpper0.7831780.7831780.792993130.72079950.7634051NB
AccuracyNull0.758952360.758952360.758952360.758952360.75895236NB
AccuracyPValue2.65E-202.65E-202.56E-4310.47875926NB
McnemarPValue2.22E-242.22E-2405.34E-752.72E-05NB
Sensitivity0.983198850.989057150.967613570.415938990.98297778RF
Specificity0.995717040.997998950.999052130.965174650.9971915RF
Pos Pred Value0.986470.993670180.996925180.79137750.99108436RF
Neg Pred Value0.994669470.99652960.989809050.83878940.99460765RF
Precision0.986470.993670180.996925180.79137750.99108436RF
Recall0.983198850.989057150.967613570.415938990.98297778RF
F10.984831710.99135830.982050710.545283290.98701443RF
Prevalence0.241047640.241047640.241047640.241047640.24104764RF
Detection Rate0.236997760.238409890.233240970.100261110.23694447RF
Detection Prevalence0.240248320.239928590.233960350.126691890.23907599RF
Balanced Accuracy0.989457950.993528050.983332850.690556820.99008464RF
Accuracy0.992699560.995843550.991473940.832782690.99376532RF
Kappa0.980024710.988622050.976461450.454717810.98291242RF
AccuracyLower0.991785750.995139430.990491410.828968340.99291623RF
AccuracyUpper0.993535840.996469140.992379250.836545480.99453658RF
AccuracyNull0.758952360.758952360.758952360.758952360.75895236RF
AccuracyPValue0006.12E-2660RF
McnemarPValue0.079781710.001028451.19E-4901.82E-06RF
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