Module ImportFrom alias alias alias alias ImportFrom alias ImportFrom alias alias ImportFrom alias alias ImportFrom alias ImportFrom alias ImportFrom alias Assign NameStore Dict Str Str Str Str Str Str Str Str Dict Str Str Str Str Str Str Num Num Num Num Num Num Dict Str Str Str Str Str Str Num Num Num Num Num Num Dict Str Str Str Str Num Num Num Num Dict Str Str Str Str Str Num Num Num Num Num Dict Str Str Str Str Str Str Num Num Num Num Num Num Dict Str Str Str Str Str Num Num Num Num Num Dict Str Str Str Num Num Num Dict Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad FunctionDef arguments args defaults body Expr Str Assign NameStore Call NameLoad Expr Call NameLoad NameLoad AttributeLoad NameLoad attr NameLoad Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad keyword Num keyword Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad NameLoad AttributeLoad NameLoad attr NameLoad Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad keyword Num keyword Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num decorator_list FunctionDef arguments args defaults body Expr Str Assign NameStore Call NameLoad Expr Call NameLoad NameLoad AttributeLoad NameLoad attr NameLoad Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Expr Call NameLoad NameLoad AttributeLoad NameLoad attr NameLoad Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword NameLoad For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num For NameStore SubscriptLoad SubscriptLoad NameLoad Index Num Index Str body Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad NameLoad Index Str Num CompareLtE SubscriptLoad NameLoad Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num Expr Call NameLoad BoolOpAnd CompareGtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num CompareLtE SubscriptLoad SubscriptLoad SubscriptLoad SubscriptLoad NameLoad Index Num Index Str Index Str Index Str Num decorator_list
N/A nose.tools assert_equals assert_almost_equals assert_raises assert_true similarities.basic_similarities UserSimilarity metrics.pairwise euclidean_distances jaccard_coefficient models.classes MatrixPreferenceDataModel MatrixBooleanPrefDataModel recommenders.knn UserBasedRecommender classes CfEvaluator recommenders.knn.neighborhood_strategies NearestNeighborsStrategy N/A movies N/A Marcel Caraciolo Luciana Nunes Leopoldo Pires Lorena Abreu Steve Gates Sheldom Penny Frewman Maria Gabriela N/A Lady in the Water Snakes on a Plane Just My Luck Superman Returns You, Me and Dupree The Night Listener 2.5 3.5 3.0 3.5 2.5 3.0 N/A Lady in the Water Snakes on a Plane Just My Luck Superman Returns The Night Listener You, Me and Dupree 3.0 3.5 1.5 5.0 3.0 3.5 N/A Lady in the Water Snakes on a Plane Superman Returns The Night Listener 2.5 3.0 3.5 4.0 N/A Snakes on a Plane Just My Luck The Night Listener Superman Returns You, Me and Dupree 3.5 3.0 4.5 4.0 2.5 N/A Lady in the Water Snakes on a Plane Just My Luck Superman Returns The Night Listener You, Me and Dupree 3.0 4.0 2.0 3.0 3.0 2.0 N/A Lady in the Water Snakes on a Plane The Night Listener Superman Returns You, Me and Dupree 3.0 4.0 3.0 5.0 3.5 N/A Snakes on a Plane You, Me and Dupree Superman Returns 4.5 1.0 4.0 N/A N/A model N/A MatrixPreferenceDataModel movies N/A boolean_model N/A MatrixBooleanPrefDataModel movies N/A similarity N/A UserSimilarity model euclidean_distances N/A boolean_similarity N/A UserSimilarity boolean_model jaccard_coefficient N/A neighborhood N/A NearestNeighborsStrategy N/A recsys N/A UserBasedRecommender model similarity neighborhood N/A boolean_recsys N/A UserBasedRecommender boolean_model boolean_similarity neighborhood test_root_CfEvaluator_evaluate N/A N/A N/A N/A N/A Check evaluate method in CfEvaluator  N/A evaluator N/A CfEvaluator N/A N/A assert_raises ValueError N/A evaluator evaluate recsys rank N/A rmse N/A N/A evaluator evaluate recsys rmse permutation False N/A N/A assert_true N/A N/A N/A rmse N/A rmse 0.0 N/A N/A rmse N/A rmse 1.0 N/A mae N/A N/A evaluator evaluate recsys mae permutation False N/A N/A assert_true N/A N/A N/A mae N/A mae 0.0 N/A N/A mae N/A mae 1.0 N/A nmae N/A N/A evaluator evaluate recsys nmae permutation False N/A N/A assert_true N/A N/A N/A nmae N/A nmae 0.0 N/A N/A nmae N/A nmae 1.0 N/A precision N/A N/A evaluator evaluate recsys precision permutation False N/A N/A assert_true N/A N/A N/A precision N/A precision 0.0 N/A N/A precision N/A precision 1.0 N/A recall N/A N/A evaluator evaluate recsys recall permutation False N/A N/A assert_true N/A N/A N/A recall N/A recall 0.0 N/A N/A recall N/A recall 1.0 N/A f1score N/A N/A evaluator evaluate recsys f1score permutation False N/A N/A assert_true N/A N/A N/A f1score N/A f1score 0.0 N/A N/A f1score N/A f1score 1.0 N/A all_scores N/A N/A evaluator evaluate recsys permutation False N/A N/A assert_true N/A N/A N/A all_scores N/A f1score 0.0 N/A N/A all_scores N/A f1score 1.0 N/A N/A assert_true N/A N/A N/A all_scores N/A recall 0.0 N/A N/A all_scores N/A recall 1.0 N/A N/A assert_true N/A N/A N/A all_scores N/A precision 0.0 N/A N/A all_scores N/A precision 1.0 N/A N/A assert_true N/A N/A N/A all_scores N/A nmae 0.0 N/A N/A all_scores N/A nmae 1.0 N/A N/A assert_true N/A N/A N/A all_scores N/A mae 0.0 N/A N/A all_scores N/A mae 1.0 N/A N/A assert_true N/A N/A N/A all_scores N/A rmse 0.0 N/A N/A all_scores N/A rmse 1.0 N/A nmae N/A N/A evaluator evaluate recsys nmae permutation False sampling_users 0.6 sampling_ratings 0.6 N/A N/A assert_true N/A N/A N/A nmae N/A nmae 0.0 N/A N/A nmae N/A nmae 1.0 N/A N/A assert_raises ValueError N/A evaluator evaluate boolean_recsys rank N/A rmse N/A N/A evaluator evaluate boolean_recsys rmse permutation False N/A N/A assert_true N/A N/A N/A rmse N/A rmse 0.0 N/A N/A rmse N/A rmse 1.0 N/A mae N/A N/A evaluator evaluate boolean_recsys mae permutation False N/A N/A assert_true N/A N/A N/A mae N/A mae 0.0 N/A N/A mae N/A mae 1.0 N/A nmae N/A N/A evaluator evaluate boolean_recsys nmae permutation False N/A N/A assert_true N/A N/A N/A nmae N/A nmae 0.0 N/A N/A nmae N/A nmae 1.0 N/A precision N/A N/A evaluator evaluate boolean_recsys precision permutation False N/A N/A assert_true N/A N/A N/A precision N/A precision 0.0 N/A N/A precision N/A precision 1.0 N/A recall N/A N/A evaluator evaluate boolean_recsys recall permutation False N/A N/A assert_true N/A N/A N/A recall N/A recall 0.0 N/A N/A recall N/A recall 1.0 N/A f1score N/A N/A evaluator evaluate boolean_recsys f1score permutation False N/A N/A assert_true N/A N/A N/A f1score N/A f1score 0.0 N/A N/A f1score N/A f1score 1.0 N/A all_scores N/A N/A evaluator evaluate recsys permutation False N/A N/A assert_true N/A N/A N/A all_scores N/A f1score 0.0 N/A N/A all_scores N/A f1score 1.0 N/A N/A assert_true N/A N/A N/A all_scores N/A recall 0.0 N/A N/A all_scores N/A recall 1.0 N/A N/A assert_true N/A N/A N/A all_scores N/A precision 0.0 N/A N/A all_scores N/A precision 1.0 N/A N/A assert_true N/A N/A N/A all_scores N/A nmae 0.0 N/A N/A all_scores N/A nmae 1.0 N/A N/A assert_true N/A N/A N/A all_scores N/A mae 0.0 N/A N/A all_scores N/A mae 1.0 N/A N/A assert_true N/A N/A N/A all_scores N/A rmse 0.0 N/A N/A all_scores N/A rmse 1.0 N/A nmae N/A N/A evaluator evaluate boolean_recsys nmae permutation False sampling_users 0.6 sampling_ratings 0.6 N/A N/A assert_true N/A N/A N/A nmae N/A nmae 0.0 N/A N/A nmae N/A nmae 1.0 N/A test_root_CfEvaluator_evaluate_on_split N/A N/A N/A N/A N/A Check evaluate_on_split method in CfEvaluator  N/A evaluator N/A CfEvaluator N/A N/A assert_raises ValueError N/A evaluator evaluate_on_split recsys rank N/A rmse N/A N/A evaluator evaluate_on_split recsys rmse permutation False N/A p N/A N/A rmse N/A 0 N/A error N/A N/A N/A assert_true N/A N/A N/A p N/A rmse 0.0 N/A N/A p N/A rmse 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A rmse N/A 1 N/A final_error N/A avg N/A rmse 0.0 N/A N/A N/A N/A N/A rmse N/A 1 N/A final_error N/A stdev N/A rmse 1.0 N/A mae N/A N/A evaluator evaluate_on_split recsys mae permutation False N/A p N/A N/A mae N/A 0 N/A error N/A N/A N/A assert_true N/A N/A N/A p N/A mae 0.0 N/A N/A p N/A mae 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A mae N/A 1 N/A final_error N/A avg N/A mae 0.0 N/A N/A N/A N/A N/A mae N/A 1 N/A final_error N/A stdev N/A mae 1.0 N/A nmae N/A N/A evaluator evaluate_on_split recsys nmae permutation False N/A p N/A N/A nmae N/A 0 N/A error N/A N/A N/A assert_true N/A N/A N/A p N/A nmae 0.0 N/A N/A p N/A nmae 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A nmae N/A 1 N/A final_error N/A avg N/A nmae 0.0 N/A N/A N/A N/A N/A nmae N/A 1 N/A final_error N/A stdev N/A nmae 1.0 N/A precision N/A N/A evaluator evaluate_on_split recsys precision permutation False N/A p N/A N/A precision N/A 0 N/A ir N/A N/A N/A assert_true N/A N/A N/A p N/A precision 0.0 N/A N/A p N/A precision 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A precision N/A 1 N/A final_error N/A avg N/A precision 0.0 N/A N/A N/A N/A N/A precision N/A 1 N/A final_error N/A stdev N/A precision 1.0 N/A recall N/A N/A evaluator evaluate_on_split recsys recall permutation False N/A p N/A N/A recall N/A 0 N/A ir N/A N/A N/A assert_true N/A N/A N/A p N/A recall 0.0 N/A N/A p N/A recall 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A recall N/A 1 N/A final_error N/A avg N/A recall 0.0 N/A N/A N/A N/A N/A recall N/A 1 N/A final_error N/A stdev N/A recall 1.0 N/A f1score N/A N/A evaluator evaluate_on_split recsys f1score permutation False N/A p N/A N/A f1score N/A 0 N/A ir N/A N/A N/A assert_true N/A N/A N/A p N/A f1score 0.0 N/A N/A p N/A f1score 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A f1score N/A 1 N/A final_error N/A avg N/A f1score 0.0 N/A N/A N/A N/A N/A f1score N/A 1 N/A final_error N/A stdev N/A f1score 1.0 N/A all_scores N/A N/A evaluator evaluate_on_split recsys permutation False N/A p N/A N/A all_scores N/A 0 N/A ir N/A N/A N/A assert_true N/A N/A N/A p N/A f1score 0.0 N/A N/A p N/A f1score 1.0 N/A N/A assert_true N/A N/A N/A p N/A recall 0.0 N/A N/A p N/A recall 1.0 N/A N/A assert_true N/A N/A N/A p N/A precision 0.0 N/A N/A p N/A precision 1.0 N/A p N/A N/A all_scores N/A 0 N/A error N/A N/A N/A assert_true N/A N/A N/A p N/A mae 0.0 N/A N/A p N/A mae 1.0 N/A N/A assert_true N/A N/A N/A p N/A rmse 0.0 N/A N/A p N/A rmse 1.0 N/A N/A assert_true N/A N/A N/A p N/A nmae 0.0 N/A N/A p N/A nmae 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A avg N/A f1score 0.0 N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A stdev N/A f1score 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A avg N/A recall 0.0 N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A stdev N/A recall 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A avg N/A precision 0.0 N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A stdev N/A precision 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A avg N/A rmse 0.0 N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A stdev N/A rmse 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A avg N/A mae 0.0 N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A stdev N/A mae 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A avg N/A nmae 0.0 N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A stdev N/A nmae 1.0 N/A N/A assert_raises ValueError N/A evaluator evaluate_on_split boolean_recsys rank N/A rmse N/A N/A evaluator evaluate_on_split boolean_recsys rmse permutation False N/A p N/A N/A rmse N/A 0 N/A error N/A N/A N/A assert_true N/A N/A N/A p N/A rmse 0.0 N/A N/A p N/A rmse 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A rmse N/A 1 N/A final_error N/A avg N/A rmse 0.0 N/A N/A N/A N/A N/A rmse N/A 1 N/A final_error N/A stdev N/A rmse 1.0 N/A mae N/A N/A evaluator evaluate_on_split boolean_recsys mae permutation False N/A p N/A N/A mae N/A 0 N/A error N/A N/A N/A assert_true N/A N/A N/A p N/A mae 0.0 N/A N/A p N/A mae 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A mae N/A 1 N/A final_error N/A avg N/A mae 0.0 N/A N/A N/A N/A N/A mae N/A 1 N/A final_error N/A stdev N/A mae 1.0 N/A nmae N/A N/A evaluator evaluate_on_split boolean_recsys nmae permutation False N/A p N/A N/A nmae N/A 0 N/A error N/A N/A N/A assert_true N/A N/A N/A p N/A nmae 0.0 N/A N/A p N/A nmae 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A nmae N/A 1 N/A final_error N/A avg N/A nmae 0.0 N/A N/A N/A N/A N/A nmae N/A 1 N/A final_error N/A stdev N/A nmae 1.0 N/A precision N/A N/A evaluator evaluate_on_split boolean_recsys precision permutation False N/A p N/A N/A precision N/A 0 N/A ir N/A N/A N/A assert_true N/A N/A N/A p N/A precision 0.0 N/A N/A p N/A precision 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A precision N/A 1 N/A final_error N/A avg N/A precision 0.0 N/A N/A N/A N/A N/A precision N/A 1 N/A final_error N/A stdev N/A precision 1.0 N/A recall N/A N/A evaluator evaluate_on_split boolean_recsys recall permutation False N/A p N/A N/A recall N/A 0 N/A ir N/A N/A N/A assert_true N/A N/A N/A p N/A recall 0.0 N/A N/A p N/A recall 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A recall N/A 1 N/A final_error N/A avg N/A recall 0.0 N/A N/A N/A N/A N/A recall N/A 1 N/A final_error N/A stdev N/A recall 1.0 N/A f1score N/A N/A evaluator evaluate_on_split boolean_recsys f1score permutation False N/A p N/A N/A f1score N/A 0 N/A ir N/A N/A N/A assert_true N/A N/A N/A p N/A f1score 0.0 N/A N/A p N/A f1score 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A f1score N/A 1 N/A final_error N/A avg N/A f1score 0.0 N/A N/A N/A N/A N/A f1score N/A 1 N/A final_error N/A stdev N/A f1score 1.0 N/A all_scores N/A N/A evaluator evaluate_on_split boolean_recsys permutation False N/A p N/A N/A all_scores N/A 0 N/A ir N/A N/A N/A assert_true N/A N/A N/A p N/A f1score 0.0 N/A N/A p N/A f1score 1.0 N/A N/A assert_true N/A N/A N/A p N/A recall 0.0 N/A N/A p N/A recall 1.0 N/A N/A assert_true N/A N/A N/A p N/A precision 0.0 N/A N/A p N/A precision 1.0 N/A p N/A N/A all_scores N/A 0 N/A error N/A N/A N/A assert_true N/A N/A N/A p N/A mae 0.0 N/A N/A p N/A mae 1.0 N/A N/A assert_true N/A N/A N/A p N/A rmse 0.0 N/A N/A p N/A rmse 1.0 N/A N/A assert_true N/A N/A N/A p N/A nmae 0.0 N/A N/A p N/A nmae 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A avg N/A f1score 0.0 N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A stdev N/A f1score 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A avg N/A recall 0.0 N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A stdev N/A recall 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A avg N/A precision 0.0 N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A stdev N/A precision 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A avg N/A rmse 0.0 N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A stdev N/A rmse 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A avg N/A mae 0.0 N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A stdev N/A mae 1.0 N/A N/A assert_true N/A N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A avg N/A nmae 0.0 N/A N/A N/A N/A N/A all_scores N/A 1 N/A final_error N/A stdev N/A nmae 1.0 N/A