tier,rule,split,h,n,gross_pts,pnl,placebo,win,win_lo,win_hi,t_vs_placebo,total_rs liquid,cheap>=20pt,train,15,531,-3.957458019256592,-437.2347717285156,-171.46432271680746,0.4218455743879473,0.3805486689100127,0.46426519747584816,-1.6420897417953155,-232171.671875 liquid,cheap>=20pt,tune,15,26,9.531152725219727,439.5250244140625,-113.16280991735536,0.5,0.32060306315002074,0.6793969368499793,1.4719064470085739,11427.650390625 liquid,cheap>=20pt,test,15,514,2.1670234203338623,-39.14348220825195,-235.72751875126696,0.4727626459143969,0.42996286360788816,0.5159665480114178,1.4335145849948852,-20119.75 tradable,cheap>=20% of fair,train,1,694,0.13857346773147583,-170.9927215576172,-181.73643528561098,0.03025936599423631,0.01987517796959,0.04581537415570605,2.461093446320742,-118668.953125 tradable,cheap>=20% of fair,tune,1,396,0.010959596373140812,-179.28762817382812,-180.83082087661515,0.0,0.0,0.0096078046906575,1.8047319856848376,-70997.8984375 tradable,cheap>=20% of fair,test,1,303,-0.02788778766989708,-181.81271362304688,-179.1225,0.0,-8.673617379884035e-19,0.012519814783914566,-1.7842834735985247,-55089.25