Table II A preview of normalized...

Table II

A preview of normalized training data frame

	payables_turnover	cash_ROA	ROA	cash_flow_on_revenue	book_value_per_share	cash_ratio	reinvestment	cash_ROE	net_profit_margin
AAA
Q1 2011	1.569563	−0.605933	1.465270	−0.532049	0.377707	−1.009985	0.485990	−0.633468	1.589029
Q1 2012	0.403633	0.111815	0.589110	0.143790	1.468297	−0.933268	−0.480826	0.205800	0.486731
Q1 2013	−1.212642	−0.483559	0.668519	−0.405450	−0.120294	0.341740	0.450969	−0.502922	0.983711
Q1 2014	−1.056517	−1.235540	−0.122068	−1.185015	0.063304	−0.552369	1.290759	−1.277581	−0.001672
Q1 2015	−0.854412	−1.615856	−2.420690	−1.920006	−1.299141	0.885708	0.702198	−1.571438	−2.592306
Q2 2011	2.857911	0.130310	−0.135469	0.225825	0.519688	−0.869617	−2.771562	0.230875	−0.022633
Q2 2012	0.555663	0.583030	−0.082492	0.761017	1.445435	−0.763903	−0.319130	0.675693	0.141685
Q2 2013	0.596634	0.005349	0.026183	0.080237	−0.252724	−0.561752	0.377966	−0.065049	0.085655
Q2 2014	−0.565054	0.684313	−0.010287	0.584314	0.122422	−0.485738	−0.110050	0.662314	−0.217191
Q2 2015	−0.369197	−0.538192	−1.328244	−0.468264	−1.269048	1.017459	0.470866	−0.553311	−1.178309
Q3 2011	0.863739	0.260351	1.325117	0.366799	0.803063	−0.539378	0.113013	0.435657	1.526498
Q3 2012	0.229783	1.131976	0.118419	1.066416	1.637285	−0.953882	−1.936275	1.147646	0.012660

	payables_turnover	cash_ROA	ROA	cash_flow_on_revenue	book_value_per_share	cash_ratio	reinvestment	cash_ROE	net_profit_margin
AAA
Q1 2011	1.569563	−0.605933	1.465270	−0.532049	0.377707	−1.009985	0.485990	−0.633468	1.589029
Q1 2012	0.403633	0.111815	0.589110	0.143790	1.468297	−0.933268	−0.480826	0.205800	0.486731
Q1 2013	−1.212642	−0.483559	0.668519	−0.405450	−0.120294	0.341740	0.450969	−0.502922	0.983711
Q1 2014	−1.056517	−1.235540	−0.122068	−1.185015	0.063304	−0.552369	1.290759	−1.277581	−0.001672
Q1 2015	−0.854412	−1.615856	−2.420690	−1.920006	−1.299141	0.885708	0.702198	−1.571438	−2.592306
Q2 2011	2.857911	0.130310	−0.135469	0.225825	0.519688	−0.869617	−2.771562	0.230875	−0.022633
Q2 2012	0.555663	0.583030	−0.082492	0.761017	1.445435	−0.763903	−0.319130	0.675693	0.141685
Q2 2013	0.596634	0.005349	0.026183	0.080237	−0.252724	−0.561752	0.377966	−0.065049	0.085655
Q2 2014	−0.565054	0.684313	−0.010287	0.584314	0.122422	−0.485738	−0.110050	0.662314	−0.217191
Q2 2015	−0.369197	−0.538192	−1.328244	−0.468264	−1.269048	1.017459	0.470866	−0.553311	−1.178309
Q3 2011	0.863739	0.260351	1.325117	0.366799	0.803063	−0.539378	0.113013	0.435657	1.526498
Q3 2012	0.229783	1.131976	0.118419	1.066416	1.637285	−0.953882	−1.936275	1.147646	0.012660