This repository was archived by the owner on May 25, 2024. It is now read-only.
This repository was archived by the owner on May 25, 2024. It is now read-only.
Template not found for Random forest #4
Description
I was trying to export random forest classifier and trying to print the code.
But it is not able to find the template , which I saw is there in the folder "randomforest/randomforest.jinja"
the code I have written
from sklearn.svm import SVC
from micromlgen import port
from glob import glob
from os.path import basename
import numpy as np
from sklearn.ensemble import RandomForestClassifier
def load_features(folder):
dataset = None
classmap = {}
for class_idx, filename in enumerate(glob('%s/*.csv' % folder)):
class_name = basename(filename)[:-4]
classmap[class_idx] = class_name
samples = np.loadtxt(filename, dtype=float, delimiter=',')
labels = np.ones((len(samples), 1)) * class_idx
samples = np.hstack((samples, labels))
dataset = samples if dataset is None else np.vstack((dataset, samples))
return dataset, classmap
# put your samples in the dataset folder
# one class per file
# one feature vector per line, in CSV format
features, classmap = load_features('data/')
X, y = features[:, :-1], features[:, -1]
classifier = RandomForestClassifier(random_state=0,max_depth=20).fit(X, y)
c_code = port(classifier, classmap=classmap)
print(c_code)
Given output :
Expected Output :
should have printed c code