Re: [Dev] [DEV][ML] Error with Kdd cup 1999 data set

2015-12-10 Thread Nirmal Fernando 
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 
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*
> * *
>



-- 

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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Re: [Dev] [DEV][ML] Error with Kdd cup 1999 data set

2015-12-10 Thread Mohamed ZAJITH 
Hi ML Team
in this data set  42 feature include

*  *

*Categorical Features*

**

*protocol_type  3 unique value*

*num_outbound_cmds1 *

*land   2*

*lable 24*

*wrong_fragment  3*

*su_attempted   3*

*is_guest_login 2*

*num_shells  3*

*urgent6*

*num_failed_logins   6*

*is_host_login   2*

*logged_in  2*

*flag11
   *

*num_access_files10*

*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  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 
> 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*
>> * *
>>
>
>
>
> --
>
> 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*
* *
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Re: [Dev] [DEV][ML] Error with Kdd cup 1999 data set

2015-12-10 Thread Nirmal Fernando 
Yep.

On Fri, Dec 11, 2015 at 7:50 AM, Mohamed ZAJITH 
wrote:

> Hi ML Team
> in this data set  42 feature include
>
> *  *
>
> *Categorical Features*
>
> **
>
> *protocol_type  3 unique value*
>
> *num_outbound_cmds1 *
>
> *land   2*
>
> *lable 24*
>
> *wrong_fragment  3*
>
> *su_attempted   3*
>
> *is_guest_login 2*
>
> *num_shells  3*
>
> *urgent6*
>
> *num_failed_logins   6*
>
> *is_host_login   2*
>
> *logged_in  2*
>
> *flag11
>  *
>
> *num_access_files10*
>
> *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  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 
>> 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*
>>> * *
>>>
>>
>>
>>
>> --
>>
>> 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*
> * *
>



-- 

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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