79 Commits

Author	SHA1	Message	Date
Ayush	a380d191f4	Removed Changing Seed	2020-09-06 09:30:38 +05:30
Ayush	333997b024	Adding Comments	2020-08-30 18:17:18 +05:30
Ayush	0270ec8579	IsolationForest in trees.go ... Adding info on Isolation Forest in trees.go	2020-08-27 18:04:34 +05:30
Ayush	d20c03e2b3	Adding isolation_test	2020-08-25 09:59:19 +05:30
Ayush	452acbabb3	Adding Isolation + Fixing previous import issue	2020-08-24 14:26:45 +05:30
Ayush	27b86ce3ea	Delete tmp	2020-08-06 21:43:47 +05:30
Ayush	b689fe0c58	Fixing Typo + tmp file	2020-08-03 09:41:35 +05:30
Ayush	cd2b86aa2e	Changing var name	2020-08-01 11:43:14 +05:30
Ayush	6a42fcd4ae	catching nInstances == 0	2020-08-01 11:36:53 +05:30
Ayush	9d1ac82a40	Optimizing Loss Calculation	2020-08-01 11:25:53 +05:30
Ayush	ae2338c2c1	Updating package level details	2020-07-31 12:38:34 +05:30
Ayush	7f8ce6d113	Removing Panics	2020-07-31 11:01:20 +05:30
Ayush	d587340e4a	Renaming Impurity Functions	2020-07-30 11:21:06 +05:30
Ayush	1954aae7a6	Changing name of Use_not	2020-07-30 10:27:16 +05:30
Ayush	2d2af0a58f	Removing Clutter ... Partial Modularization of best split method. Shorten method by declaring variables in same line as well. Also removing redundant functions, and adding into cart_utils.	2020-07-28 14:17:18 +05:30
Ayush	ef751e62c4	Adding cart_test.go	2020-07-27 17:08:44 +05:30
Ayush	91a27e3ca0	Fixing Comments	2020-07-27 15:03:12 +05:30
Ayush	abed408f9b	Updating Dataset + Naming	2020-07-26 11:21:20 +05:30
Ayush	c0c3b2e1bf	Fixing Sorting	2020-07-25 13:22:15 +05:30
Ayush	b16b60fcb5	Adding Example script for CART	2020-07-23 16:45:31 +05:30
Ayush	c083759523	Adding Changes	2020-07-22 14:34:59 +05:30
Ayush	08529c42cf	Added Comments for Regressor	2020-07-18 14:21:50 +05:30
Ayush	16eac7d86d	Adding Regression Trees	2020-07-18 12:26:50 +05:30
Ayush	d1228c5508	Adding Integration For Fixed Data Grid in Predict And Evaluate	2020-07-18 10:47:22 +05:30
Ayush	8848652943	Added Decision Tree Classifier ... CART implementation of Decision Tree Classifier, based on Gini Impurity or Entropy, as selected by the user.	2020-07-16 13:37:34 +05:30
Richard Townsend	ac9fa85307	Fix for error that happens on Go 1.11 and above	2019-03-23 18:54:04 +00:00
Soypete	019f1015dd	change gonum matrix definitions to match with current gonum version	2019-03-19 22:49:58 -06:00
ss8651twtw	1e1b5f11fb	Format code	2018-06-16 22:14:18 +08:00
yenck	bf907556f5	testcase	2018-06-16 22:11:59 +08:00
yenck	80bc1ac6f8	some test for C0	2018-06-16 22:11:59 +08:00
yenck	30071eb8a4	some test for C9	2018-06-16 22:11:59 +08:00
Ilya Tocar	676f69a426	trees: speed-up training ... Avoid quadratic loop in getNumericAttributeEntropy. We don't need to recalculate whole distribution for each split, just move changed values. Also use array of slices instead of map of maps of strings to avoid map overhead. For our case I see time reductions from 100+ hours to 50 minutes. I've added benchmark with synthetic data (iris.csv repeated 100 times) and it also shows a nice improvement: name old time/op new time/op delta RandomForestFit-8 117s ± 4% 0s ± 1% -99.61% (p=0.001 n=5+10) 0 is a rounding quirk of benchstat, it should be closer to 0.5s: name time/op RandomForestFit-8 460ms ± 1%	2018-05-08 14:59:41 -05:00
Richard Townsend	58ae6f4d1b	trees: Try to fix premature write-after-Close issue	2018-01-28 16:35:55 +00:00
Richard Townsend	e2279995c1	Fixing all tests	2018-01-28 16:22:33 +00:00
Richard Townsend	ce78cd0406	Passes the tests	2018-01-27 18:56:01 +00:00
Richard Townsend	f722f2e59d	trees: implement serialization	2018-01-27 18:00:52 +00:00
Richard Townsend	e7fee0a2d1	Reformat, fix tests	2017-09-10 21:10:54 +01:00
Richard Townsend	fc110aab48	Fix bad import, reformat	2017-09-10 20:35:34 +01:00
Richard Townsend	aee475ca14	Fix the trees tests	2017-09-10 20:13:41 +01:00
Richard Townsend	e27215052b	ensemble: tests pass	2017-09-10 19:30:02 +01:00
Richard Townsend	768d2cd19f	meta: tests are almost passing	2017-09-10 16:59:05 +01:00
Richard Townsend	57e6054404	base: fix unmarshalling attributes, add JSON	2017-08-26 14:56:31 +01:00
Richard Townsend	e68361c162	Genericize for ensemble use	2017-08-08 12:37:57 +01:00
Richard Townsend	a90ef09781	Remove excessive logging	2017-08-08 12:29:00 +01:00
Richard Townsend	d23619eac2	OK, but with a lot of extra printing	2017-08-07 17:26:11 +01:00
meirwahnon	674de9cae3	change Probability order	2017-07-17 16:01:49 +03:00
meirwahnon	518c0d84c4	extren fields of ClassProba	2017-07-17 15:35:35 +03:00
meirwahnon	2b478a0513	fix to float precise	2017-07-17 15:01:08 +03:00
meirwahnon	f56fce1a43	support PredictProba	2017-07-17 14:48:38 +03:00
Ryan Schmukler	cf6192c81c	fix(id3): fix panic on SplitAttribute being nil	2016-06-28 14:36:48 -04:00