run Namespace Reference

Functions
def	graph_3d (test, y_pred_test)
def	reduce_graph_3d (data, preds)

Variables
	clf_ocsvm17 = svm.OneClassSVM(nu=0.05, kernel="rbf", gamma=1000)
	clf_ocsvm18 = svm.OneClassSVM(nu=0.06, kernel="rbf", gamma=1100)
	clf_rbfsvm1 = svm.SVC(kernel='rbf', gamma=150, C=100000)
	fit_file = local["Files"]["fit_file"]
	input_file = sys.argv[1]
	interface = Interface(input_file)
	local = yaml.load(fil)
	s_preds
list	supervised_models = []
	supervised_train_file = local["Files"]["supervised_train"]
	testing_file = local["Files"]["testing"]
	u_preds
list	unsupervised_models = []
	unsupervised_train_file = local["Files"]["unsupervised_train"]
	x
	y

Detailed Description

Ensemble Anomaly Detector Framework

Author:
        Vedanth Narayanan
File:
        Example of training script for ROS module
Date:
        14 May, 2018

Function Documentation

def run.graph_3d	(		test,
			y_pred_test
	)

Definition at line 29 of file run.py.

def run.reduce_graph_3d	(		data,
			preds
	)

Definition at line 47 of file run.py.

Variable Documentation

run.clf_ocsvm17 = svm.OneClassSVM(nu=0.05, kernel="rbf", gamma=1000)

Definition at line 80 of file run.py.

run.clf_ocsvm18 = svm.OneClassSVM(nu=0.06, kernel="rbf", gamma=1100)

Definition at line 82 of file run.py.

run.clf_rbfsvm1 = svm.SVC(kernel='rbf', gamma=150, C=100000)

Definition at line 86 of file run.py.

run.fit_file = local["Files"]["fit_file"]

Definition at line 75 of file run.py.

run.input_file = sys.argv[1]

Definition at line 67 of file run.py.

run.interface = Interface(input_file)

Definition at line 68 of file run.py.

run.local = yaml.load(fil)

Definition at line 73 of file run.py.

run.s_preds

Definition at line 97 of file run.py.

list run.supervised_models = []

Definition at line 61 of file run.py.

run.supervised_train_file = local["Files"]["supervised_train"]

Definition at line 77 of file run.py.

run.testing_file = local["Files"]["testing"]

Definition at line 78 of file run.py.

run.u_preds

Definition at line 97 of file run.py.

list run.unsupervised_models = []

Definition at line 60 of file run.py.

run.unsupervised_train_file = local["Files"]["unsupervised_train"]

Definition at line 76 of file run.py.

run.x

Definition at line 101 of file run.py.

run.y

Definition at line 101 of file run.py.