--- license: apache-2.0 dataset_info: features: - name: kernel_id dtype: string - name: code dtype: string - name: output dtype: string - name: execution_time dtype: float64 - name: memory_bytes dtype: int64 - name: runtime_variables struct: - name: CountVectorizer struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: DF struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: MultinomialNB struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: RandomForestClassifier struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: Readliner struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: TfidfTransformer struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: TfidfVectorizer struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: Timestamp struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: X struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: X1 struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: X2 struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: X3 struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: X_columns struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: X_columns_text struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: X_test struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: X_train struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: X_val struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: accuracy_score struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: act struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: action struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: action_counts struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: action_durations struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: action_name struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: action_name_col struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: action_time struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: action_time_col struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: actions struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: actions_per_day struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: ax struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: class_map struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: clf struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: clf_c struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: clf_ft struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: cnt struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: contents struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: corpus struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: corrupt struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: count struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: count_all struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: counts struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: curr_session struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: cv struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: cv_c struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: cv_ft struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: daily_actions struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: daily_counts struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: data struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: data_path struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: datetime struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: day struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: day_counts struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: deltas struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: df struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: df2 struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: df_temp struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: df_timed struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: df_top_users struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: durations struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: end_mask struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: f struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: f1_score struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: f_statistic struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: features_path struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: fig struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: generate_tokens struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: group struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: grouped struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: hstack struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: i struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: ind struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: krdl struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: l struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: line struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: lines struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: lines2 struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: mask struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: mean_duration struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: median_duration struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: mode_duration struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: myfile struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: myzip struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: name struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: nb_prd struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: new_row struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: p_test struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: p_val struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: p_value struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: parse struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: parsed struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: partial struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: parts struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: pattern struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: pivot_counts struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: pred struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: prepare_X struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: prepare_dataset_RF struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: prepare_y struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: r struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: repeats struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: rfclf struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: row struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: session_df struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: session_durations struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: session_num struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: session_num_col struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: split_lines struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: stats struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: t_stat struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: target struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: target_drop struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: test_features struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: text struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: text_counts struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: tf_transformer struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: tf_transformer_c struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: tf_transformer_ft struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: time struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: tokenize_py struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: top_user_daily_actions struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: top_users struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: tqdm struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: train_columns struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: train_features struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: train_test_split struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: transform struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: txt struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: user_daily_actions struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: user_id struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: user_id_col struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: user_total_actions struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: validation_features struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: vectorizer struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: vectorizer1 struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: vectorizer2 struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: vectorizer3 struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: vstack struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: weekday_counts struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: weekday_df struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: y_column struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: y_columns struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: y_train_multi struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: y_train_primary struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: y_val_multi struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: y_val_primary struct: - name: name dtype: string - name: size dtype: int64 - name: type dtype: string - name: value dtype: string - name: hash_index dtype: string splits: - name: train num_bytes: 368554329 num_examples: 1453 download_size: 98324599 dataset_size: 368554329 configs: - config_name: default data_files: - split: train path: data/train-* ---