Results

Complete Results

Complete results are also available in csv format or as simple visualizations for now. We hope to provide interactive visualization in the future.

Binary Results

A sample of the results obtained by running each framework over 10 folds for various durations each: for binary tasks, the plotted metric is AUC. Smaller and medium datasets were trained for 1h and 4h. Larger datasets have been trained for 4h and 8h.

Binary Results Stripplot 1h

Binary Results Stripplot 4h

Binary Results Stripplot 8h

Multiclass Results

A sample of the results obtained by running each framework over 10 folds for various durations each: for multiclass tasks, the plotted metric is logloss. Smaller and medium datasets were trained for 1h and 4h. Larger datasets have been trained for 4h and 8h.

Multiclass Results Stripplot 1h

Multiclass Results Stripplot 4h

Multiclass Results Stripplot 8h