Upload kddcup.py

kddcup.py

@@ -49,47 +49,47 @@ urls_per_split = {
 }
 features_types_per_config = {
 	"kddcup": {
-		"duration": datasets.Value("float"),
+		"duration": datasets.Value("float64"),
 		"protocol_type": datasets.Value("string"),
 		"service": datasets.Value("string"),
 		"flag": datasets.Value("string"),
-		"src_bytes": datasets.Value("int"),
-		"dst_bytes": datasets.Value("int"),
-		"land": datasets.Value("int"),
-		"wrong_fragment": datasets.Value("int"),
-		"urgent": datasets.Value("int"),
-		"hot": datasets.Value("int"),
-		"num_failed_logins": datasets.Value("int"),
-		"logged_in": datasets.Value("int"),
-		"num_compromised": datasets.Value("int"),
-		"root_shell": datasets.Value("int"),
-		"su_attempted": datasets.Value("int"),
-		"num_root": datasets.Value("int"),
-		"num_file_creations": datasets.Value("int"),
-		"num_shells": datasets.Value("int"),
-		"num_access_files": datasets.Value("int"),
-		"num_outbound_cmds": datasets.Value("int"),
-		"is_host_login": datasets.Value("int"),
-		"is_guest_login": datasets.Value("int"),
-		"count": datasets.Value("int"),
-		"srv_count": datasets.Value("int"),
-		"serror_rate": datasets.Value("float"),
-		"srv_serror_rate": datasets.Value("float"),
-		"rerror_rate": datasets.Value("float"),
-		"srv_rerror_rate": datasets.Value("float"),
-		"same_srv_rate": datasets.Value("float"),
-		"diff_srv_rate": datasets.Value("float"),
-		"srv_diff_host_rate": datasets.Value("float"),
-		"dst_host_count": datasets.Value("int"),
-		"dst_host_srv_count": datasets.Value("int"),
-		"dst_host_same_srv_rate": datasets.Value("float"),
-		"dst_host_diff_srv_rate": datasets.Value("float"),
-		"dst_host_same_src_port_rate": datasets.Value("float"),
-		"dst_host_srv_diff_host_rate": datasets.Value("float"),
-		"dst_host_serror_rate": datasets.Value("float"),
-		"dst_host_srv_serror_rate": datasets.Value("float"),
-		"dst_host_rerror_rate": datasets.Value("float"),
-		"dst_host_srv_rerror_rate": datasets.Value("float"),
+		"src_bytes": datasets.Value("int64"),
+		"dst_bytes": datasets.Value("int64"),
+		"land": datasets.Value("int64"),
+		"wrong_fragment": datasets.Value("int64"),
+		"urgent": datasets.Value("int64"),
+		"hot": datasets.Value("int64"),
+		"num_failed_logins": datasets.Value("int64"),
+		"logged_in": datasets.Value("int64"),
+		"num_compromised": datasets.Value("int64"),
+		"root_shell": datasets.Value("int64"),
+		"su_attempted": datasets.Value("int64"),
+		"num_root": datasets.Value("int64"),
+		"num_file_creations": datasets.Value("int64"),
+		"num_shells": datasets.Value("int64"),
+		"num_access_files": datasets.Value("int64"),
+		"num_outbound_cmds": datasets.Value("int64"),
+		"is_host_login": datasets.Value("int64"),
+		"is_guest_login": datasets.Value("int64"),
+		"count": datasets.Value("int64"),
+		"srv_count": datasets.Value("int64"),
+		"serror_rate": datasets.Value("float64"),
+		"srv_serror_rate": datasets.Value("float64"),
+		"rerror_rate": datasets.Value("float64"),
+		"srv_rerror_rate": datasets.Value("float64"),
+		"same_srv_rate": datasets.Value("float64"),
+		"diff_srv_rate": datasets.Value("float64"),
+		"srv_diff_host_rate": datasets.Value("float64"),
+		"dst_host_count": datasets.Value("int64"),
+		"dst_host_srv_count": datasets.Value("int64"),
+		"dst_host_same_srv_rate": datasets.Value("float64"),
+		"dst_host_diff_srv_rate": datasets.Value("float64"),
+		"dst_host_same_src_port_rate": datasets.Value("float64"),
+		"dst_host_srv_diff_host_rate": datasets.Value("float64"),
+		"dst_host_serror_rate": datasets.Value("float64"),
+		"dst_host_srv_serror_rate": datasets.Value("float64"),
+		"dst_host_rerror_rate": datasets.Value("float64"),
+		"dst_host_srv_rerror_rate": datasets.Value("float64"),
 		"class": datasets.ClassLabel(num_classes=23,
 									 names=("normal.", "buffer_overflow.", "loadmodule.", "perl.", "neptune.",
 									 		"smurf.", "guess_passwd.", "pod.", "teardrop.", "portsweep.",