Hi again, about my computer (or rather server) specs :

00:00.0 Host bridge: Intel Corporation 5520 I/O Hub to ESI Port (rev 13)
00:01.0 PCI bridge: Intel Corporation 5520/5500/X58 I/O Hub PCI Express
Root Port 1 (rev 13)
00:02.0 PCI bridge: Intel Corporation 5520/5500/X58 I/O Hub PCI Express
Root Port 2 (rev 13)
00:03.0 PCI bridge: Intel Corporation 5520/5500/X58 I/O Hub PCI Express
Root Port 3 (rev 13)
00:04.0 PCI bridge: Intel Corporation 5520/X58 I/O Hub PCI Express Root
Port 4 (rev 13)
00:05.0 PCI bridge: Intel Corporation 5520/X58 I/O Hub PCI Express Root
Port 5 (rev 13)
00:06.0 PCI bridge: Intel Corporation 5520/X58 I/O Hub PCI Express Root
Port 6 (rev 13)
00:07.0 PCI bridge: Intel Corporation 5520/5500/X58 I/O Hub PCI Express
Root Port 7 (rev 13)
00:08.0 PCI bridge: Intel Corporation 5520/5500/X58 I/O Hub PCI Express
Root Port 8 (rev 13)
00:09.0 PCI bridge: Intel Corporation 7500/5520/5500/X58 I/O Hub PCI
Express Root Port 9 (rev 13)
00:0a.0 PCI bridge: Intel Corporation 7500/5520/5500/X58 I/O Hub PCI
Express Root Port 10 (rev 13)
00:0d.0 Host bridge: Intel Corporation Device 343a (rev 13)
00:0d.1 Host bridge: Intel Corporation Device 343b (rev 13)
00:0d.2 Host bridge: Intel Corporation Device 343c (rev 13)
00:0d.3 Host bridge: Intel Corporation Device 343d (rev 13)
00:0d.4 Host bridge: Intel Corporation 7500/5520/5500/X58 Physical Layer
Port 0 (rev 13)
00:0d.5 Host bridge: Intel Corporation 7500/5520/5500 Physical Layer Port 1
(rev 13)
00:0d.6 Host bridge: Intel Corporation Device 341a (rev 13)
00:0e.0 Host bridge: Intel Corporation Device 341c (rev 13)
00:0e.1 Host bridge: Intel Corporation Device 341d (rev 13)
00:0e.2 Host bridge: Intel Corporation Device 341e (rev 13)
00:0e.3 Host bridge: Intel Corporation Device 341f (rev 13)
00:0e.4 Host bridge: Intel Corporation Device 3439 (rev 13)
00:14.0 PIC: Intel Corporation 7500/5520/5500/X58 I/O Hub System Management
Registers (rev 13)
00:14.1 PIC: Intel Corporation 7500/5520/5500/X58 I/O Hub GPIO and Scratch
Pad Registers (rev 13)
00:14.2 PIC: Intel Corporation 7500/5520/5500/X58 I/O Hub Control Status
and RAS Registers (rev 13)
00:1c.0 PCI bridge: Intel Corporation 82801JI (ICH10 Family) PCI Express
Root Port 1
00:1c.4 PCI bridge: Intel Corporation 82801JI (ICH10 Family) PCI Express
Root Port 5
00:1d.0 USB controller: Intel Corporation 82801JI (ICH10 Family) USB UHCI
Controller #1
00:1d.1 USB controller: Intel Corporation 82801JI (ICH10 Family) USB UHCI
Controller #2
00:1d.2 USB controller: Intel Corporation 82801JI (ICH10 Family) USB UHCI
Controller #3
00:1d.3 USB controller: Intel Corporation 82801JI (ICH10 Family) USB UHCI
Controller #6
00:1d.7 USB controller: Intel Corporation 82801JI (ICH10 Family) USB2 EHCI
Controller #1
00:1e.0 PCI bridge: Intel Corporation 82801 PCI Bridge (rev 90)
00:1f.0 ISA bridge: Intel Corporation 82801JIB (ICH10) LPC Interface
Controller
00:1f.2 IDE interface: Intel Corporation 82801JI (ICH10 Family) 4 port SATA
IDE Controller #1
01:03.0 VGA compatible controller: Advanced Micro Devices, Inc. [AMD/ATI]
ES1000 (rev 02)
02:00.0 System peripheral: Hewlett-Packard Company Integrated Lights-Out
Standard Slave Instrumentation & System Support (rev 04)
02:00.2 System peripheral: Hewlett-Packard Company Integrated Lights-Out
Standard Management Processor Support and Messaging (rev 04)
02:00.4 USB controller: Hewlett-Packard Company Integrated Lights-Out
Standard Virtual USB Controller (rev 01)
03:00.0 Ethernet controller: Broadcom Limited NetXtreme II BCM5709 Gigabit
Ethernet (rev 20)
03:00.1 Ethernet controller: Broadcom Limited NetXtreme II BCM5709 Gigabit
Ethernet (rev 20)
04:00.0 Ethernet controller: Broadcom Limited NetXtreme II BCM5709 Gigabit
Ethernet (rev 20)
04:00.1 Ethernet controller: Broadcom Limited NetXtreme II BCM5709 Gigabit
Ethernet (rev 20)
05:00.0 RAID bus controller: Hewlett-Packard Company Smart Array G6
controllers (rev 01)
3e:00.0 Host bridge: Intel Corporation Xeon 5600 Series QuickPath
Architecture Generic Non-core Registers (rev 02)
3e:00.1 Host bridge: Intel Corporation Xeon 5600 Series QuickPath
Architecture System Address Decoder (rev 02)
3e:02.0 Host bridge: Intel Corporation Xeon 5600 Series QPI Link 0 (rev 02)
3e:02.1 Host bridge: Intel Corporation Xeon 5600 Series QPI Physical 0 (rev
02)
3e:02.2 Host bridge: Intel Corporation Xeon 5600 Series Mirror Port Link 0
(rev 02)
3e:02.3 Host bridge: Intel Corporation Xeon 5600 Series Mirror Port Link 1
(rev 02)
3e:02.4 Host bridge: Intel Corporation Xeon 5600 Series QPI Link 1 (rev 02)
3e:02.5 Host bridge: Intel Corporation Xeon 5600 Series QPI Physical 1 (rev
02)
3e:03.0 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Registers (rev 02)
3e:03.1 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Target Address Decoder (rev 02)
3e:03.2 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller RAS Registers (rev 02)
3e:03.4 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Test Registers (rev 02)
3e:04.0 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 0 Control (rev 02)
3e:04.1 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 0 Address (rev 02)
3e:04.2 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 0 Rank (rev 02)
3e:04.3 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 0 Thermal Control (rev 02)
3e:05.0 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 1 Control (rev 02)
3e:05.1 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 1 Address (rev 02)
3e:05.2 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 1 Rank (rev 02)
3e:05.3 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 1 Thermal Control (rev 02)
3e:06.0 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 2 Control (rev 02)
3e:06.1 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 2 Address (rev 02)
3e:06.2 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 2 Rank (rev 02)
3e:06.3 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 2 Thermal Control (rev 02)
3f:00.0 Host bridge: Intel Corporation Xeon 5600 Series QuickPath
Architecture Generic Non-core Registers (rev 02)
3f:00.1 Host bridge: Intel Corporation Xeon 5600 Series QuickPath
Architecture System Address Decoder (rev 02)
3f:02.0 Host bridge: Intel Corporation Xeon 5600 Series QPI Link 0 (rev 02)
3f:02.1 Host bridge: Intel Corporation Xeon 5600 Series QPI Physical 0 (rev
02)
3f:02.2 Host bridge: Intel Corporation Xeon 5600 Series Mirror Port Link 0
(rev 02)
3f:02.3 Host bridge: Intel Corporation Xeon 5600 Series Mirror Port Link 1
(rev 02)
3f:02.4 Host bridge: Intel Corporation Xeon 5600 Series QPI Link 1 (rev 02)
3f:02.5 Host bridge: Intel Corporation Xeon 5600 Series QPI Physical 1 (rev
02)
3f:03.0 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Registers (rev 02)
3f:03.1 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Target Address Decoder (rev 02)
3f:03.2 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller RAS Registers (rev 02)
3f:03.4 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Test Registers (rev 02)
3f:04.0 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 0 Control (rev 02)
3f:04.1 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 0 Address (rev 02)
3f:04.2 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 0 Rank (rev 02)
3f:04.3 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 0 Thermal Control (rev 02)
3f:05.0 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 1 Control (rev 02)
3f:05.1 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 1 Address (rev 02)
3f:05.2 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 1 Rank (rev 02)
3f:05.3 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 1 Thermal Control (rev 02)
3f:06.0 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 2 Control (rev 02)
3f:06.1 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 2 Address (rev 02)
3f:06.2 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 2 Rank (rev 02)
3f:06.3 Host bridge: Intel Corporation Xeon 5600 Series Integrated Memory
Controller Channel 2 Thermal Control (rev 02)



Le mar. 20 nov. 2018 à 15:23, Etienne MAHE <[email protected]> a écrit :

> About the options chosen in the Train Vector Classifier (libsvm) module :
>
> - Input vector data: echantillons_global.shp (with 700 samples in 11
> classes)
>
> - Output model: model.txt
>
> - Input XML file : rstat.xml
> (this file has been generated with the module *Compute Image second order
> statistics*)
>
> - Field names for training features : meanB1, meanB2, meanB3, meanB4,
> meanB5, meanB6, MedB7
> (these features have been computed with the module *Objects Radiometric
> Statistics*, which exist in Monteverdi but not in QGIS. So I have had to
> create an xml descriptor to use it in QGIS and it works fine with shape
> files.*)*
>
> - Field containing the class integer label for supervision: class
>
> - SVM Kernel : Gaussian radial basis
>
> - SVM model type : C support vector classification
>
> - Parameters otimizations : enabled
>
> - Probability estimation : enabled
>
> - Cost parameter C : 1
>
>
> ==> *the classifier runs properly in 6.4.0 and with every options listed
> above*. But in 6.6.0, instead of displaying a contingency table and
> estimation performance for every classes, I get a log which does not stop
> (like in a loop) and without displaying any classification results. So I
> have to interrupt the process.  The classifier seems to optimize
> infinitely. As for exemple, I get :
>
>
> Total nSV = 18
> .*
> optimization finished, #iter = 124
> nu = 0.013033
> obj = -21.462956, rho = -0.347554
> nSV = 18, nBSV = 0
> Total nSV = 18
> *
> optimization finished, #iter = 77
> nu = 0.012001
> obj = -19.762429, rho = -0.393102
> nSV = 16, nBSV = 0
> Total nSV = 16
> *.*
> optimization finished, #iter = 130
> nu = 0.010381
> obj = -21.478759, rho = -0.334716
> nSV = 19, nBSV = 0
> *
> optimization finished, #iter = 37
> nu = 0.004355
> obj = -3.860645, rho = 0.055856
> nSV = 14, nBSV = 0
> Total nSV = 14
> *
> optimization finished, #iter = 40
> nu = 0.003965
> obj = -3.516002, rho = 0.014556
> nSV = 16, nBSV = 0
> Total nSV = 16
> *.*
> optimization finished, #iter = 52
> nu = 0.004395
> obj = -3.804882, rho = 0.069312
> nSV = 18, nBSV = 0
> Total nSV = 18
> *.*
> optimization finished, #iter = 44
> nu = 0.003462
> obj = -3.069920, rho = 0.202671
> nSV = 14, nBSV = 0
> Total nSV = 14
> *
> optimization finished, #iter = 36
> nu = 0.004214
> obj = -3.647664, rho = 0.004150
> nSV = 17, nBSV = 0
> Total nSV = 17
> *
> optimization finished, #iter = 50
> nu = 0.003556
> obj = -3.904905, rho = 0.072482
> nSV = 18, nBSV = 0
> *
> optimization finished, #iter = 54
> nu = 0.002071
> obj = -3.454531, rho = -0.032030
> nSV = 19, nBSV = 0
> Total nSV = 19
> *
> optimization finished, #iter = 44
> nu = 0.002221
> obj = -3.658435, rho = 0.021450
> nSV = 17, nBSV = 0
> Total nSV = 17
> *
> optimization finished, #iter = 49
> nu = 0.002228
> obj = -3.715913, rho = 0.035005
> nSV = 19, nBSV = 0
> Total nSV = 19
> *
> optimization finished, #iter = 50
> nu = 0.001882
> obj = -3.099503, rho = 0.123017
> nSV = 18, nBSV = 0
> Total nSV = 18
> *
> optimization finished, #iter = 38
> nu = 0.002078
> obj = -3.422434, rho = 0.112471
> nSV = 17, nBSV = 0
> Total nSV = 17
> *
> optimization finished, #iter = 58
> nu = 0.001797
> obj = -3.717713, rho = 0.034798
> nSV = 20, nBSV = 0
> *
> optimization finished, #iter = 20
> nu = 0.002080
> obj = -2.633699, rho = -0.082973
> nSV = 7, nBSV = 0
> Total nSV = 7
> *
> optimization finished, #iter = 21
> nu = 0.002527
> obj = -3.148419, rho = -0.210446
> nSV = 10, nBSV = 0
> Total nSV = 10
> *
> optimization finished, #iter = 22
> nu = 0.002641
> obj = -3.289533, rho = -0.234751
> nSV = 9, nBSV = 0
> Total nSV = 9
> *
> optimization finished, #iter = 27
> nu = 0.002652
> obj = -3.303198, rho = -0.226272
> nSV = 10, nBSV = 0
> Total nSV = 10
> *
> optimization finished, #iter = 22
> nu = 0.002261
> obj = -2.817021, rho = -0.256861
> nSV = 10, nBSV = 0
> Total nSV = 10
> *
> optimization finished, #iter = 23
> nu = 0.002114
> obj = -3.303199, rho = -0.226222
> nSV = 10, nBSV = 0
> *
> optimization finished, #iter = 17
> nu = 0.004061
> obj = -4.543754, rho = -0.218781
> nSV = 8, nBSV = 0
> Total nSV = 8
>
> .........AND CONTINUE OPTIMIZATION WITHOUT STOPPING.....
>
>
> *So I have some questions : *
> 1. Which new code has been added to this libsvm classifier (but I have not
> noticed any changes update on the website) in 6.6.0 ?
> 2. Do I have too many samples ? But once more, these samples have been
> checked and run fine with any vector classifier in 6.4.0.
>
> Hope it will help you. Awaiting any fixes, I will continue to use 6.4.0.
>
> Best regards,
> Etienne MAHE
>
> Le mercredi 4 juillet 2018 11:42:34 UTC+2, Etienne MAHE a écrit :
>>
>> Hi,
>>
>> Since OTB 6.6.0-Win64 release, the app Train Vector Classifier seems to
>> have a bug when running with libSVM classifier and especially when options
>> "Paramaters optimization" and "Probability estimation" are enabled.
>>
>> With previous version (6.4.0), the algorithm works properly (it displays
>> the confusion matrix and performance index) but since last version 6.6.0,
>> the optimization process runs infinitely without stopping and without
>> displaying performance index. I suspect an issue because if I disable those
>> options, the app properly works.
>>
>> But I really need those options to classify my orthotoplans though an
>> automated processings chain. Awaiting a fix, I continue to use OTB 6.4.0.
>>
>>
>> Sincerely,
>> Etienne.
>>
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