<commit_before>from matplotlib.backends.backend_agg import FigureCanvasAgg as FigureCanvas
from matplotlib.figure import Figure

from .util import estimator_type, class_name
from . import plots
from .report import generate


def gen_ax():
    fig = Figure()
    FigureCanvas(fig)
    ax = fig.add_subplot(111)
    return ax


class ClassifierEvaluator(object):
    """<commit_msg>removes hardcoded matplotlib backend - closes #16<commit_after>import matplotlib.pyplot as plt

from .util import estimator_type, class_name
from . import plots
from .report import generate


def gen_ax():
    fig = plt.figure()
    ax = fig.add_subplot(111)
    return ax


class ClassifierEvaluator(object):
    """
{'fraction_non_alphanumeric': 0.07890961262553801, 'fraction_numerical': 0.011477761836441894, 'mean_word_length': 4.287878787878788, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '7225746', 'n_tokens_mistral': 225, 'n_tokens_neox': 210, 'n_words': 64}