Cytotoxicity Raw Results (models evaluation)

Correlation table

Y (numerical)X (numerical)p-valueFStatRSqRDfn
AvgChemblActivityScoremyPredictionRFregression401958774.66645920.953919743016330.97668815034099462194623
myPredictionRFregression4AvgChemblActivityScore01958774.66645920.953919743016330.97668815034099462194623
myPredictionRFregression1myPredictionRFregression401370953.54044260.935437606625540.967180234819529462194623
myPredictionRFregression4myPredictionRFregression101370953.54044260.935437606625540.967180234819529462194623
myPredictionRFregression2myPredictionRFregression402352107.61061380.961327545854440.980473123473789462194623
myPredictionRFregression4myPredictionRFregression202352107.61061380.961327545854440.980473123473789462194623
myPredictionRFregression3myPredictionRFregression402331973.71618710.961006673521150.980309478440949462194623
myPredictionRFregression4myPredictionRFregression302331973.71618710.961006673521150.980309478440949462194623
AvgChemblActivityScoremyPredictionRFregression501825801.72481580.950729077104070.975053371413119462194623
myPredictionRFregression5AvgChemblActivityScore01825801.72481580.950729077104070.975053371413119462194623
myPredictionRFregression1myPredictionRFregression501372319.04731940.935497704780960.967211303067219462194623
myPredictionRFregression5myPredictionRFregression101372319.04731940.935497704780960.967211303067219462194623
myPredictionRFregression2myPredictionRFregression502264474.25929450.959890979549080.979740261267799462194623
myPredictionRFregression5myPredictionRFregression202264474.25929450.959890979549080.979740261267799462194623
myPredictionRFregression3myPredictionRFregression502295426.68441750.960410413308090.980005312897899462194623
myPredictionRFregression5myPredictionRFregression302295426.68441750.960410413308090.980005312897899462194623
AvgChemblActivityScoremyPredictionRFregression601979473.65954020.954379613502580.976923545372199462194623
myPredictionRFregression6AvgChemblActivityScore01979473.65954020.954379613502580.976923545372199462194623
myPredictionRFregression1myPredictionRFregression601374951.78907250.935613260735330.967271037887179462194623
myPredictionRFregression6myPredictionRFregression101374951.78907250.935613260735330.967271037887179462194623
myPredictionRFregression2myPredictionRFregression602384755.75021930.961836780152820.9807327771389462194623
myPredictionRFregression6myPredictionRFregression202384755.75021930.961836780152820.9807327771389462194623
myPredictionRFregression3myPredictionRFregression602442571.43300080.962706415654470.981176037036419462194623
myPredictionRFregression6myPredictionRFregression302442571.43300080.962706415654470.981176037036419462194623
AvgChemblActivityScoreAvgRegressionRFPrediction02863028.37577630.968008040176660.983873996087239462194623
AvgRegressionRFPredictionAvgChemblActivityScore02863028.37577630.968008040176660.983873996087239462194623
myPredictionRFregression1AvgRegressionRFPrediction02675403.52588670.965841096669960.982772148908369462194623
AvgRegressionRFPredictionmyPredictionRFregression102675403.52588670.965841096669960.982772148908369462194623
myPredictionRFregression2AvgRegressionRFPrediction05634700.23609650.983484780115810.991708011521449462194623
AvgRegressionRFPredictionmyPredictionRFregression205634700.23609650.983484780115810.991708011521449462194623
myPredictionRFregression3AvgRegressionRFPrediction05732769.84097190.983762716010630.99184813152559462194623
AvgRegressionRFPredictionmyPredictionRFregression305732769.84097190.983762716010630.99184813152559462194623
AvgChemblActivityScoremyPredictionCytotoxRpartRegressionAverage019523.4736017080.17104177701880.413571973202739462194623
myPredictionCytotoxRpartRegressionAverageAvgChemblActivityScore019523.4736017080.17104177701880.413571973202739462194623
myPredictionRFregression1myPredictionCytotoxRpartRegressionAverage022256.2269258810.190423981739410.436375963750769462194623
myPredictionCytotoxRpartRegressionAveragemyPredictionRFregression1022256.2269258810.190423981739410.436375963750769462194623
myPredictionRFregression2myPredictionCytotoxRpartRegressionAverage021253.0486893860.183415086723590.428269876040329462194623
myPredictionCytotoxRpartRegressionAveragemyPredictionRFregression2021253.0486893860.183415086723590.428269876040329462194623
myPredictionRFregression3myPredictionCytotoxRpartRegressionAverage021218.2921644590.183170077855250.427983735503189462194623
myPredictionCytotoxRpartRegressionAveragemyPredictionRFregression3021218.2921644590.183170077855250.427983735503189462194623
myPredictionRFregression5myPredictionRFregression402171682.91778870.958248759463150.978901812983899462194623
myPredictionRFregression6myPredictionRFregression402310388.44374320.960656703346490.980130962344579462194623
AvgRegressionRFPredictionmyPredictionRFregression405268825.47907470.982358172050970.991139834761469462194623
myPredictionCytotoxRpartRegressionAveragemyPredictionRFregression4021468.234628620.184928729156290.430033404698169462194623
myPredictionRFregression4myPredictionRFregression502171682.91778690.958248759463150.978901812983899462194623
myPredictionRFregression6myPredictionRFregression502217951.13922580.959084087196540.979328385781069462194623
AvgRegressionRFPredictionmyPredictionRFregression505085831.26050280.981734992382160.990825409636929462194623
myPredictionCytotoxRpartRegressionAveragemyPredictionRFregression5021635.8039810510.186103550417260.431397207243239462194623
myPredictionRFregression4myPredictionRFregression602310388.44373860.960656703346490.980130962344579462194623
myPredictionRFregression5myPredictionRFregression602217951.13922580.959084087196530.979328385781069462194623
AvgRegressionRFPredictionmyPredictionRFregression605445100.80959730.98291953941790.99142298713419462194623
myPredictionCytotoxRpartRegressionAveragemyPredictionRFregression6021438.3260907530.184718684942070.429789116825999462194623
myPredictionRFregression4AvgRegressionRFPrediction05268825.47907160.982358172050970.991139834761469462194623
myPredictionRFregression5AvgRegressionRFPrediction05085831.26050620.981734992382160.990825409636929462194623
myPredictionRFregression6AvgRegressionRFPrediction05445100.80960020.98291953941790.99142298713419462194623
myPredictionCytotoxRpartRegressionAverageAvgRegressionRFPrediction022081.6994870.189213270850250.434986518009769462194623
myPredictionRFregression4myPredictionCytotoxRpartRegressionAverage021468.234628620.184928729156290.430033404698169462194623
myPredictionRFregression5myPredictionCytotoxRpartRegressionAverage021635.803981030.186103550417260.431397207243239462194623
myPredictionRFregression6myPredictionCytotoxRpartRegressionAverage021438.3260907330.184718684942070.429789116825999462194623
AvgRegressionRFPredictionmyPredictionCytotoxRpartRegressionAverage022081.6994869810.189213270850250.434986518009769462194623
myPredictionRFregression1AvgChemblActivityScore01065091.14771820.918409925956990.958337062810889462194623
myPredictionRFregression2AvgChemblActivityScore02105006.01435740.956983161515710.978255161762879462194623
myPredictionRFregression3AvgChemblActivityScore02133049.80640810.957524693626510.978531907311419462194623
AvgChemblActivityScoremyPredictionRFregression101065091.14771850.918409925956990.958337062810889462194623
myPredictionRFregression2myPredictionRFregression101407944.15859010.937027023780240.96800156186879462194623
myPredictionRFregression3myPredictionRFregression101420153.78832610.937534608623050.968263708203019462194623
AvgChemblActivityScoremyPredictionRFregression202105006.01435820.956983161515710.978255161762879462194623
myPredictionRFregression1myPredictionRFregression201407944.158590.937027023780240.96800156186879462194623
myPredictionRFregression3myPredictionRFregression202472099.52452870.963135448874530.981394644816519462194623
AvgChemblActivityScoremyPredictionRFregression302133049.80641130.957524693626510.978531907311419462194623
myPredictionRFregression1myPredictionRFregression301420153.78832720.937534608623050.968263708203019462194623
myPredictionRFregression2myPredictionRFregression302472099.52452960.963135448874530.981394644816519462194623
Correlations among al RF regression predictions, actual and average prediction.