Predicting the Direction Movement of Financial Time Series Using Artificial Neural Network and Support Vector Machine

Table 6

Percentage of increase and decrease cases of KSE-100.

Year	Increase	%	Decrease	%	Total
2011	128	51.61	120	48.38	248
2012	142	57.02	107	42.97	249
2013	154	62.34	93	37.65	247
2014	136	55.28	110	44.71	246
2015	123	49.39	126	50.60	249
2016	149	60.08	99	39.91	248
2017	123	49.39	126	50.06	249
2018	116	47.34	129	52.65	245
2019	125	50.60	122	49.49	247
2020	99	54.09	84	45.90	183