| scenario,classifier,n_feat,F1_val,Precision_val,Recall_val,F1_test,Precision_test,Recall_test,avg_ms_pair,clf_ms_report,throughput_ps,t_fit_s |
| Full,LR,15,0.9976,0.9973,0.998,0.9914,0.9943,0.9886,35.837,1791.85,27.9,0.04 |
| Full,RF,15,0.9993,0.9993,0.9993,0.9929,0.9929,0.9929,35.869,1793.43,27.88,1.6 |
| Full,Ada,15,0.9993,0.9993,0.9993,0.9817,0.9695,0.9943,35.855,1792.73,27.89,5.68 |
| Full,DT,15,0.9986,0.998,0.9993,0.9943,0.9943,0.9943,35.837,1791.85,27.9,0.06 |
| Full,XGB,15,0.9993,0.9993,0.9993,0.988,0.9817,0.9943,35.838,1791.92,27.9,0.26 |
| no_LEX,LR,12,0.9973,0.9973,0.9973,0.99,0.9943,0.9858,35.837,1791.85,27.9,0.03 |
| no_LEX,RF,12,0.9993,0.9993,0.9993,0.9915,0.9915,0.9915,35.869,1793.43,27.88,1.48 |
| no_LEX,Ada,12,0.999,0.9986,0.9993,0.9838,0.9722,0.9957,35.855,1792.74,27.89,4.36 |
| no_LEX,DT,12,0.9986,0.998,0.9993,0.9957,0.9957,0.9957,35.837,1791.85,27.9,0.05 |
| no_LEX,XGB,12,0.9993,0.9993,0.9993,0.9894,0.9831,0.9957,35.838,1791.92,27.9,0.2 |
| no_SEM_STAT,LR,12,0.9976,0.9973,0.998,0.9914,0.9943,0.9886,35.837,1791.85,27.9,0.03 |
| no_SEM_STAT,RF,12,0.999,0.9993,0.9986,0.9915,0.9901,0.9929,35.869,1793.43,27.88,1.42 |
| no_SEM_STAT,Ada,12,0.9993,0.9993,0.9993,0.9797,0.9655,0.9943,35.855,1792.73,27.89,4.23 |
| no_SEM_STAT,DT,12,0.999,0.9986,0.9993,0.995,0.9957,0.9943,35.837,1791.85,27.9,0.05 |
| no_SEM_STAT,XGB,12,0.9993,0.9993,0.9993,0.9873,0.9804,0.9943,35.838,1791.92,27.9,0.17 |
| no_SEM_CTX,LR,14,0.9973,0.998,0.9966,0.9835,0.9913,0.9758,35.837,1791.85,27.9,0.04 |
| no_SEM_CTX,RF,14,0.999,0.9993,0.9986,0.9851,0.9844,0.9858,35.869,1793.43,27.88,1.61 |
| no_SEM_CTX,Ada,14,0.9993,1.0,0.9986,0.9234,0.8684,0.9858,35.855,1792.76,27.89,5.0 |
| no_SEM_CTX,DT,14,0.9986,0.9993,0.998,0.3215,0.192,0.9872,35.837,1791.85,27.9,0.07 |
| no_SEM_CTX,XGB,14,0.9986,0.9993,0.998,0.9706,0.9546,0.9872,35.839,1791.94,27.9,0.23 |
| no_TOPIC,LR,13,0.998,0.998,0.998,0.9915,0.9929,0.99,35.837,1791.85,27.9,0.03 |
| no_TOPIC,RF,13,0.9993,0.9993,0.9993,0.9943,0.9957,0.9929,35.868,1793.42,27.88,1.43 |
| no_TOPIC,Ada,13,0.999,0.9986,0.9993,0.979,0.9641,0.9943,35.854,1792.71,27.89,4.84 |
| no_TOPIC,DT,13,0.9986,0.998,0.9993,0.9936,0.9929,0.9943,35.837,1791.85,27.9,0.05 |
| no_TOPIC,XGB,13,0.9993,0.9993,0.9993,0.988,0.9817,0.9943,35.838,1791.92,27.9,0.18 |
| no_META,LR,9,0.9869,0.9839,0.9899,0.9453,0.9216,0.9701,35.837,1791.85,27.9,0.03 |
| no_META,RF,9,0.9866,0.9819,0.9912,0.9409,0.9108,0.973,35.869,1793.43,27.88,3.96 |
| no_META,Ada,9,0.9875,0.9846,0.9905,0.9395,0.9095,0.9716,35.854,1792.72,27.89,4.32 |
| no_META,DT,9,0.9785,0.9726,0.9845,0.908,0.8601,0.9616,35.837,1791.85,27.9,0.19 |
| no_META,XGB,9,0.9866,0.9813,0.9919,0.9413,0.9142,0.9701,35.84,1791.99,27.9,0.36 |
| SEM_CTX_only,LR,1,0.9845,0.9825,0.9865,0.94,0.9129,0.9687,35.837,1791.85,27.9,0.01 |
| SEM_CTX_only,RF,1,0.9724,0.9691,0.9757,0.9227,0.8892,0.9587,35.869,1793.43,27.88,1.74 |
| SEM_CTX_only,Ada,1,0.9845,0.9819,0.9872,0.9374,0.908,0.9687,35.853,1792.66,27.89,0.99 |
| SEM_CTX_only,DT,1,0.9744,0.9718,0.977,0.9278,0.8976,0.9602,35.837,1791.85,27.9,0.02 |
| SEM_CTX_only,XGB,1,0.9845,0.9832,0.9858,0.9399,0.914,0.9673,35.84,1791.99,27.9,0.17 |
|
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