Yep.
On Fri, Dec 11, 2015 at 7:50 AM, Mohamed ZAJITH <mohamedzaj...@gmail.com>
wrote:
> Hi ML Team
> in this data set 42 feature include
>
> *---------------------------- *
>
> *Categorical Features*
>
> *----------------------------*
>
> *protocol_type 3 unique value*
>
> *num_outbound_cmds 1 *
>
> *land 2*
>
> *lable 24*
>
> *wrong_fragment 3*
>
> *su_attempted 3*
>
> *is_guest_login 2*
>
> *num_shells 3*
>
> *urgent 6*
>
> *num_failed_logins 6*
>
> *is_host_login 2*
>
> *logged_in 2*
>
> *flag 11
> *
>
> *num_access_files 10*
>
> *service 70*
>
> *hot 30*
>
> *root_shell 2*
>
> other features are numerical
>
> so problem num_outbound_cmds is this feature ?
>
> On Fri, Dec 11, 2015 at 6:42 AM, Nirmal Fernando <nir...@wso2.com> wrote:
>
>> You seem to have a categorical feature with 1 unique value. Can you check
>> your categorical feature list?
>>
>> On Thu, Dec 10, 2015 at 9:06 PM, Mohamed ZAJITH <mohamedzaj...@gmail.com>
>> wrote:
>>
>>> Hi Wso2ML Team
>>> i am getting an error can anyone help me to solve this
>>>
>>> An error occurred while building supervised machine learning model: An
>>> error occurred while building decision tree model: requirement failed:
>>> DecisionTree Strategy given invalid categoricalFeaturesInfo setting:
>>> feature 10 has 1 categories. The number of categories should be >= 2. Model
>>> Configuration [algorithmName=DECISION_TREE, algorithmClass=Classification,
>>> responseVariable=lable, trainDataFraction=1.0,
>>> hyperParameters={Max_Bins=100, Impurity=entropy, Max_Depth=50},
>>> features=[Feature [name=count, index=22, type=NUMERICAL,
>>> imputeOption=DISCARD, include=true], Feature [name=diff_srv_rate, index=29,
>>> type=NUMERICAL, imputeOption=DISCARD, include=true], Feature
>>> [name=dst_bytes, index=5, type=NUMERICAL, imputeOption=DISCARD,
>>> include=true], Feature [name=dst_host_count, index=31, type=NUMERICAL,
>>> imputeOption=DISCARD, include=true], Feature [name=dst_host_diff_srv_rate,
>>> index=34, type=NUMERICAL, imputeOption=DISCARD, include=true], Feature
>>> [name=dst_host_rerror_rate, index=39, type=NUMERICAL, imputeOption=DISCARD,
>>> include=true], Feature [name=dst_host_same_src_port_rate, index=35,
>>> type=NUMERICAL, imputeOption=DISCARD, include=true], Feature
>>> [name=dst_host_same_srv_rate, index=33, type=NUMERICAL,
>>> imputeOption=DISCARD, include=true], Feature [name=dst_host_serror_rate,
>>> index=37, type=NUMERICAL, imputeOption=DISCARD, include=true], Feature
>>> [name=dst_host_srv_count, index=32, type=NUMERICAL, imputeOption=DISCARD,
>>> include=true], Feature [name=dst_host_srv_diff_host_rate, index=36,
>>> type=NUMERICAL, imputeOption=DISCARD, include=true], Feature
>>> [name=dst_host_srv_rerror_rate, index=40, type=NUMERICAL,
>>> imputeOption=DISCARD, include=true], Feature
>>> [name=dst_host_srv_serror_rate, index=38, type=NUMERICAL,
>>> imputeOption=DISCARD, include=true], Feature [name=duration, index=0,
>>> type=NUMERICAL, imputeOption=DISCARD, include=true], Feature [name=flag,
>>> index=3, type=CATEGORICAL,
>>>
>>>
>>> http://kdd.ics.uci.edu/databases/kddcup99/kddcup99.html
>>>
>>> 145586 Record(unique of 10% data)
>>> --
>>> *Regards.*
>>> *MohamedZajith*
>>> * <https://lk.linkedin.com/in/mohamedzajith>*
>>>
>>
>>
>>
>> --
>>
>> Thanks & regards,
>> Nirmal
>>
>> Team Lead - WSO2 Machine Learner
>> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
>> Mobile: +94715779733
>> Blog: http://nirmalfdo.blogspot.com/
>>
>>
>>
>
>
> --
> *Regards.*
> *MohamedZajith*
> * <https://lk.linkedin.com/in/mohamedzajith>*
>
--
Thanks & regards,
Nirmal
Team Lead - WSO2 Machine Learner
Associate Technical Lead - Data Technologies Team, WSO2 Inc.
Mobile: +94715779733
Blog: http://nirmalfdo.blogspot.com/
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