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results_set1.txt
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results_set1.txt
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----------------------------------
Features: ['grnd-rx', 'grnd-ry', 'grnd-lx', 'grnd-ly']
Model Selector: <class 'my_model_selectors.SelectorCV'>
**** WER = 0.6629213483146067
Total correct: 60 out of 178
Video Recognized Correct
=====================================================================================================
100: POSS NEW CAR BREAK-DOWN POSS NEW CAR BREAK-DOWN
2: *GO WRITE *ARRIVE JOHN WRITE HOMEWORK
67: *LIKE FUTURE NOT BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: *SOMETHING-ONE *GO1 *IX CAN JOHN CAN GO CAN
201: JOHN *GIVE *GIVE *WHO *ARRIVE HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: *IX *VISIT *GO *GO JOHN NOT VISIT MARY
119: *PREFER *BUY1 IX *BLAME *IX SUE BUY IX CAR BLUE
12: JOHN *HAVE *WHAT CAN JOHN CAN GO CAN
77: *JOHN BLAME *LOVE ANN BLAME MARY
142: *FRANK *STUDENT YESTERDAY *TEACHER BOOK JOHN BUY YESTERDAY WHAT BOOK
107: *LIKE *IX FRIEND *GO *JANA JOHN POSS FRIEND HAVE CANDY
84: *LOVE *ARRIVE *HOMEWORK BOOK IX-1P FIND SOMETHING-ONE BOOK
21: JOHN *HOMEWORK *NEW *PREFER *CAR *CAR *FUTURE *EAT JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: *FRANK *TELL *LOVE *TELL *LOVE JOHN LIKE IX IX IX
89: *GIVE *GIVE GIVE *IX IX *ARRIVE *BOOK JOHN IX GIVE MAN IX NEW COAT
71: JOHN *FINISH VISIT MARY JOHN WILL VISIT MARY
92: *FRANK GIVE *WOMAN *WOMAN WOMAN BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: *SOMETHING-ONE *SOMETHING-ONE IX *IX WOMAN *COAT JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: *LIKE LIKE *GO *GO *GO JOHN LIKE IX IX IX
193: JOHN *SOMETHING-ONE *YESTERDAY BOX JOHN GIVE GIRL BOX
36: *VISIT VEGETABLE *YESTERDAY *GIVE *MARY *MARY MARY VEGETABLE KNOW IX LIKE CORN1
139: *SHOULD *BUY1 *CAR *BLAME BOOK JOHN BUY WHAT YESTERDAY BOOK
167: *MARY IX *VISIT LOVE *LOVE JOHN IX SAY LOVE MARY
40: *SUE *GIVE *CORN *VEGETABLE *GO JOHN IX THINK MARY LOVE
28: *FRANK *TELL *LOVE *LIKE *LOVE JOHN LIKE IX IX IX
171: *VISIT *VISIT BLAME JOHN MARY BLAME
43: *FRANK *GO BUY HOUSE JOHN MUST BUY HOUSE
108: *GIVE *LOVE WOMAN ARRIVE
174: *CAN *GIVE3 GIVE1 *APPLE *WHAT PEOPLE GROUP GIVE1 JANA TOY
113: IX CAR *CAR *IX *IX IX CAR BLUE SUE BUY
50: *FRANK *SEE BUY CAR *SOMETHING-ONE FUTURE JOHN BUY CAR SHOULD
199: *LOVE CHOCOLATE WHO LIKE CHOCOLATE WHO
158: LOVE *MARY WHO LOVE JOHN WHO
54: JOHN SHOULD *WHO BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: *FRANK *VEGETABLE JOHN LEG
184: *GIVE1 BOY *GIVE1 TEACHER APPLE ALL BOY GIVE TEACHER APPLE
57: *MARY *VISIT VISIT *VISIT JOHN DECIDE VISIT MARY
122: JOHN *GIVE1 *COAT JOHN READ BOOK
189: *JANA *SOMETHING-ONE *YESTERDAY *WHAT JOHN GIVE GIRL BOX
181: *BLAME ARRIVE JOHN ARRIVE
----------------------------------
Features: ['grnd-rx', 'grnd-ry', 'grnd-lx', 'grnd-ly']
Model Selector: <class 'my_model_selectors.SelectorBIC'>
**** WER = 0.5449438202247191
Total correct: 81 out of 178
Video Recognized Correct
=====================================================================================================
100: *IX NEW CAR BREAK-DOWN POSS NEW CAR BREAK-DOWN
2: JOHN WRITE *NEW JOHN WRITE HOMEWORK
67: *SHOULD FUTURE *BLAME BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: *SOMETHING-ONE *BOX GO *ARRIVE JOHN CAN GO CAN
201: JOHN *MARY *LOVE *JOHN BUY HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: *IX *VISIT VISIT MARY JOHN NOT VISIT MARY
119: *PREFER *BUY1 IX *BOX *GO SUE BUY IX CAR BLUE
12: *IX *TEACHER *CAN CAN JOHN CAN GO CAN
77: *JOHN BLAME *LOVE ANN BLAME MARY
142: JOHN *STUDENT YESTERDAY WHAT BOOK JOHN BUY YESTERDAY WHAT BOOK
107: JOHN *IX *HAVE HAVE *JOHN JOHN POSS FRIEND HAVE CANDY
84: *JOHN *ARRIVE *NEW BOOK IX-1P FIND SOMETHING-ONE BOOK
21: JOHN *WRITE *JOHN *FUTURE *CAR *TEACHER *FUTURE *MARY JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: JOHN *IX *LOVE *WHO IX JOHN LIKE IX IX IX
89: *MARY IX *IX *IX IX *ARRIVE *BOOK JOHN IX GIVE MAN IX NEW COAT
71: JOHN *FUTURE VISIT MARY JOHN WILL VISIT MARY
92: JOHN *IX IX *IX *IX BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: JOHN *IX IX *IX *VISIT *ARRIVE JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: JOHN *MARY *MARY *MARY *MARY JOHN LIKE IX IX IX
193: JOHN *SOMETHING-ONE *VISIT BOX JOHN GIVE GIRL BOX
36: *VISIT *VISIT *IX *GIVE *MARY *MARY MARY VEGETABLE KNOW IX LIKE CORN1
139: JOHN *BUY1 WHAT *GIVE1 BOOK JOHN BUY WHAT YESTERDAY BOOK
167: JOHN *MARY *VISIT LOVE MARY JOHN IX SAY LOVE MARY
40: JOHN *GO *GIVE MARY *MARY JOHN IX THINK MARY LOVE
28: JOHN *WHO IX IX *LOVE JOHN LIKE IX IX IX
171: JOHN *JOHN BLAME JOHN MARY BLAME
43: JOHN *IX BUY HOUSE JOHN MUST BUY HOUSE
108: *GIVE1 *LOVE WOMAN ARRIVE
174: *CAN *GIVE1 GIVE1 *YESTERDAY *WHAT PEOPLE GROUP GIVE1 JANA TOY
113: IX CAR *IX *MARY *BOX IX CAR BLUE SUE BUY
50: *JOHN *FUTURE BUY CAR *JOHN FUTURE JOHN BUY CAR SHOULD
199: *JOHN CHOCOLATE *GO LIKE CHOCOLATE WHO
158: LOVE JOHN WHO LOVE JOHN WHO
54: JOHN SHOULD NOT BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: JOHN *FRANK JOHN LEG
184: *IX *IX *GIVE1 TEACHER APPLE ALL BOY GIVE TEACHER APPLE
57: *MARY *VISIT VISIT MARY JOHN DECIDE VISIT MARY
122: JOHN *GIVE1 BOOK JOHN READ BOOK
189: JOHN *IX *VISIT BOX JOHN GIVE GIRL BOX
181: JOHN ARRIVE JOHN ARRIVE
----------------------------------
Features: ['grnd-rx', 'grnd-ry', 'grnd-lx', 'grnd-ly']
Model Selector: <class 'my_model_selectors.SelectorDIC'>
**** WER = 0.5617977528089888
Total correct: 78 out of 178
Video Recognized Correct
=====================================================================================================
100: *IX NEW CAR BREAK-DOWN POSS NEW CAR BREAK-DOWN
2: JOHN WRITE HOMEWORK JOHN WRITE HOMEWORK
67: JOHN FUTURE *MARY BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *GO1 *HAVE *HAVE JOHN CAN GO CAN
201: JOHN *MARY *LOVE *JOHN BUY HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: *IX *GO *MARY MARY JOHN NOT VISIT MARY
119: *VISIT *BUY1 IX *HAVE *IX SUE BUY IX CAR BLUE
12: *IX *TEACHER *HAVE *HOUSE JOHN CAN GO CAN
77: *JOHN BLAME *BLAME ANN BLAME MARY
142: JOHN *GIVE1 YESTERDAY WHAT BOOK JOHN BUY YESTERDAY WHAT BOOK
107: JOHN *IX FRIEND *ARRIVE *MARY JOHN POSS FRIEND HAVE CANDY
84: *JOHN *STUDENT *HOMEWORK *COAT IX-1P FIND SOMETHING-ONE BOOK
21: JOHN *HOMEWORK *JOHN *FUTURE *BLAME *CAR *FUTURE *MARY JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: JOHN *IX IX *WHO IX JOHN LIKE IX IX IX
89: *MARY IX *IX *IX IX *BUY COAT JOHN IX GIVE MAN IX NEW COAT
71: JOHN *FINISH *BLAME MARY JOHN WILL VISIT MARY
92: JOHN *IX IX *IX *BLAME BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: *POSS *IX IX *IX *VISIT BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: JOHN *MARY *MARY *MARY *MARY JOHN LIKE IX IX IX
193: JOHN *IX *VISIT BOX JOHN GIVE GIRL BOX
36: *VISIT *VISIT *GIVE *GO *MARY *MARY MARY VEGETABLE KNOW IX LIKE CORN1
139: JOHN *BUY1 WHAT *BLAME *ARRIVE JOHN BUY WHAT YESTERDAY BOOK
167: JOHN *MARY *GO LOVE *LOVE JOHN IX SAY LOVE MARY
40: JOHN *GO *FUTURE1 MARY *MARY JOHN IX THINK MARY LOVE
28: JOHN *WHO IX IX IX JOHN LIKE IX IX IX
171: JOHN MARY BLAME JOHN MARY BLAME
43: JOHN *IX BUY HOUSE JOHN MUST BUY HOUSE
108: *IX *BUY1 WOMAN ARRIVE
174: *HAVE *GIVE1 GIVE1 *YESTERDAY TOY PEOPLE GROUP GIVE1 JANA TOY
113: IX CAR *IX *MARY *HAVE IX CAR BLUE SUE BUY
50: *JOHN *FUTURE BUY CAR *BLAME FUTURE JOHN BUY CAR SHOULD
199: *JOHN *NEW *GO LIKE CHOCOLATE WHO
158: LOVE JOHN WHO LOVE JOHN WHO
54: JOHN SHOULD NOT BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: JOHN *FRANK JOHN LEG
184: *IX *HAVE *GIVE1 TEACHER *YESTERDAY ALL BOY GIVE TEACHER APPLE
57: *IX *VISIT VISIT MARY JOHN DECIDE VISIT MARY
122: JOHN *BLAME BOOK JOHN READ BOOK
189: *SOMETHING-ONE *IX *VISIT *HAVE JOHN GIVE GIRL BOX
181: JOHN ARRIVE JOHN ARRIVE
----------------------------------
Features: ['norm-grnd-rx', 'norm-grnd-ry', 'norm-grnd-lx', 'norm-grnd-ly']
Model Selector: <class 'my_model_selectors.SelectorCV'>
**** WER = 0.6067415730337079
Total correct: 70 out of 178
Video Recognized Correct
=====================================================================================================
100: POSS NEW CAR BREAK-DOWN POSS NEW CAR BREAK-DOWN
2: *WOMAN WRITE *STUDENT JOHN WRITE HOMEWORK
67: JOHN FUTURE *WHO BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *BUY GO CAN JOHN CAN GO CAN
201: JOHN *MAN *GIVE *WOMAN *STUDENT HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: *IX NOT *GIVE *LOVE JOHN NOT VISIT MARY
119: *VEGETABLE *BUY1 *JOHN *NEW *GO SUE BUY IX CAR BLUE
12: *SHOULD *HAVE *NEW *HOUSE JOHN CAN GO CAN
77: *WOMAN BLAME MARY ANN BLAME MARY
142: JOHN BUY YESTERDAY WHAT BOOK JOHN BUY YESTERDAY WHAT BOOK
107: *LIKE *SOMETHING-ONE FRIEND *MARY CANDY JOHN POSS FRIEND HAVE CANDY
84: *LOVE *ARRIVE *HOMEWORK BOOK IX-1P FIND SOMETHING-ONE BOOK
21: JOHN *NEW *VISIT *IX-1P *STUDENT *CAR *FUTURE *WRITE JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: *WOMAN *WOMAN *MARY *WOMAN *LOVE JOHN LIKE IX IX IX
89: *WHO *GIVE1 GIVE *WOMAN IX NEW *BREAK-DOWN JOHN IX GIVE MAN IX NEW COAT
71: JOHN *FUTURE *GO MARY JOHN WILL VISIT MARY
92: *FRANK GIVE IX *IX WOMAN BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: *FUTURE *FUTURE IX *POSS WOMAN *CHOCOLATE JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: *SHOOT LIKE *LOVE *LOVE *LOVE JOHN LIKE IX IX IX
193: *MARY *VISIT *YESTERDAY BOX JOHN GIVE GIRL BOX
36: MARY *NOT *YESTERDAY *GIVE *LOVE *IX MARY VEGETABLE KNOW IX LIKE CORN1
139: JOHN *BUY1 *CAR YESTERDAY *CHOCOLATE JOHN BUY WHAT YESTERDAY BOOK
167: JOHN *SEE *NOT *MARY *LOVE JOHN IX SAY LOVE MARY
40: *SUE IX *GIVE2 *VEGETABLE LOVE JOHN IX THINK MARY LOVE
28: *WOMAN *WOMAN *LOVE *WOMAN *MARY JOHN LIKE IX IX IX
171: JOHN *JOHN BLAME JOHN MARY BLAME
43: JOHN *SHOULD BUY HOUSE JOHN MUST BUY HOUSE
108: WOMAN *HOMEWORK WOMAN ARRIVE
174: *NEW *GIVE3 GIVE1 *GIRL *CAN PEOPLE GROUP GIVE1 JANA TOY
113: *SHOULD CAR *SOMETHING-ONE *JOHN *BOX IX CAR BLUE SUE BUY
50: *FRANK *SEE BUY CAR *CAR FUTURE JOHN BUY CAR SHOULD
199: *LOVE *STUDENT WHO LIKE CHOCOLATE WHO
158: LOVE *MARY WHO LOVE JOHN WHO
54: JOHN *FRANK NOT *STUDENT HOUSE JOHN SHOULD NOT BUY HOUSE
105: *FRANK *SEE JOHN LEG
184: *IX BOY *GIVE1 TEACHER APPLE ALL BOY GIVE TEACHER APPLE
57: *IX *MARY VISIT MARY JOHN DECIDE VISIT MARY
122: JOHN *GIVE1 *COAT JOHN READ BOOK
189: *SEE *SEE *FUTURE1 BOX JOHN GIVE GIRL BOX
181: JOHN ARRIVE JOHN ARRIVE
----------------------------------
Features: ['norm-grnd-rx', 'norm-grnd-ry', 'norm-grnd-lx', 'norm-grnd-ly']
Model Selector: <class 'my_model_selectors.SelectorBIC'>
**** WER = 0.5674157303370787
Total correct: 77 out of 178
Video Recognized Correct
=====================================================================================================
100: POSS NEW CAR BREAK-DOWN POSS NEW CAR BREAK-DOWN
2: JOHN WRITE *STUDENT JOHN WRITE HOMEWORK
67: *SOMETHING-ONE *IX *JOHN BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *BUY GO CAN JOHN CAN GO CAN
201: JOHN *GIVE1 *IX *LOVE *STUDENT HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: *IX *JOHN *LOVE MARY JOHN NOT VISIT MARY
119: *PREFER *BUY1 IX CAR *FINISH SUE BUY IX CAR BLUE
12: JOHN *HOUSE *NEW *HOUSE JOHN CAN GO CAN
77: *JOHN BLAME MARY ANN BLAME MARY
142: JOHN *BOX YESTERDAY WHAT BOOK JOHN BUY YESTERDAY WHAT BOOK
107: *IX *JOHN FRIEND HAVE CANDY JOHN POSS FRIEND HAVE CANDY
84: *LOVE *NEW *POSS *HOUSE IX-1P FIND SOMETHING-ONE BOOK
21: *MARY *NEW WONT *MARY *HOUSE *CAR *FUTURE *WRITE JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: *MARY *MARY *GO *MARY IX JOHN LIKE IX IX IX
89: *WHO *FUTURE *THROW *IX IX NEW *BREAK-DOWN JOHN IX GIVE MAN IX NEW COAT
71: JOHN *FUTURE VISIT MARY JOHN WILL VISIT MARY
92: JOHN *IX IX *WOMAN WOMAN BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: *SHOULD *SOMETHING-ONE IX *IX WOMAN *CHOCOLATE JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: *IX LIKE *MARY *MARY *WOMAN JOHN LIKE IX IX IX
193: *MARY *SOMETHING-ONE *GO BOX JOHN GIVE GIRL BOX
36: *JOHN *NOT *YESTERDAY *TELL *LOVE *IX MARY VEGETABLE KNOW IX LIKE CORN1
139: JOHN *BUY1 *CAR *CAN *CHOCOLATE JOHN BUY WHAT YESTERDAY BOOK
167: JOHN IX *VISIT LOVE MARY JOHN IX SAY LOVE MARY
40: *MARY *VISIT *FUTURE1 MARY LOVE JOHN IX THINK MARY LOVE
28: *MARY *MARY *GO IX IX JOHN LIKE IX IX IX
171: JOHN *SOMETHING-ONE BLAME JOHN MARY BLAME
43: JOHN *JOHN BUY HOUSE JOHN MUST BUY HOUSE
108: *IX *LOVE WOMAN ARRIVE
174: *NEW *GIVE3 GIVE1 *GIRL *CAR PEOPLE GROUP GIVE1 JANA TOY
113: IX CAR *CAR *SOMETHING-ONE *BOX IX CAR BLUE SUE BUY
50: *JOHN *SEE BUY CAR *CAR FUTURE JOHN BUY CAR SHOULD
199: *JOHN *STUDENT WHO LIKE CHOCOLATE WHO
158: LOVE JOHN *NOT LOVE JOHN WHO
54: JOHN SHOULD *MARY *STUDENT HOUSE JOHN SHOULD NOT BUY HOUSE
105: JOHN *FRANK JOHN LEG
184: *IX BOY *GIVE1 TEACHER APPLE ALL BOY GIVE TEACHER APPLE
57: *MARY *VISIT VISIT *LOVE JOHN DECIDE VISIT MARY
122: JOHN *GIVE1 BOOK JOHN READ BOOK
189: JOHN *IX *GIVE BOX JOHN GIVE GIRL BOX
181: JOHN ARRIVE JOHN ARRIVE
----------------------------------
Features: ['norm-grnd-rx', 'norm-grnd-ry', 'norm-grnd-lx', 'norm-grnd-ly']
Model Selector: <class 'my_model_selectors.SelectorDIC'>
**** WER = 0.5168539325842697
Total correct: 86 out of 178
Video Recognized Correct
=====================================================================================================
100: POSS NEW CAR BREAK-DOWN POSS NEW CAR BREAK-DOWN
2: JOHN WRITE HOMEWORK JOHN WRITE HOMEWORK
67: *SOMETHING-ONE FUTURE *JOHN BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *BUY GO CAN JOHN CAN GO CAN
201: JOHN *MAN *WOMAN *CHOCOLATE *STUDENT HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: *IX *JOHN *JOHN MARY JOHN NOT VISIT MARY
119: *PREFER *BUY1 IX CAR *GO SUE BUY IX CAR BLUE
12: JOHN *CAR *GO1 *HOUSE JOHN CAN GO CAN
77: *JOHN BLAME MARY ANN BLAME MARY
142: JOHN BUY YESTERDAY WHAT *HOUSE JOHN BUY YESTERDAY WHAT BOOK
107: JOHN *JOHN FRIEND *MARY CANDY JOHN POSS FRIEND HAVE CANDY
84: *JOHN *STUDENT *HOMEWORK *HOUSE IX-1P FIND SOMETHING-ONE BOOK
21: *MARY *FRIEND WONT *JOHN *STUDENT *CAR *CHICAGO *HOMEWORK JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: JOHN *IX IX IX IX JOHN LIKE IX IX IX
89: *WHO *SHOULD *THROW *THROW IX NEW COAT JOHN IX GIVE MAN IX NEW COAT
71: JOHN *SHOULD VISIT MARY JOHN WILL VISIT MARY
92: JOHN *IX IX *IX WOMAN BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: *SHOULD *MOTHER IX *IX WOMAN BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: *IX *MARY *MARY *LOVE IX JOHN LIKE IX IX IX
193: JOHN *MOTHER *MOTHER BOX JOHN GIVE GIRL BOX
36: *JOHN *NOT *IX *TELL *LOVE *JOHN MARY VEGETABLE KNOW IX LIKE CORN1
139: JOHN *ARRIVE *JOHN *JOHN *NEW JOHN BUY WHAT YESTERDAY BOOK
167: *IX *MARY *VISIT LOVE MARY JOHN IX SAY LOVE MARY
40: JOHN *TELL *FUTURE1 MARY LOVE JOHN IX THINK MARY LOVE
28: JOHN *IX IX IX IX JOHN LIKE IX IX IX
171: JOHN MARY BLAME JOHN MARY BLAME
43: JOHN *FUTURE BUY HOUSE JOHN MUST BUY HOUSE
108: *MARY *HOMEWORK WOMAN ARRIVE
174: *NEW *GIVE3 GIVE1 *APPLE *CAR PEOPLE GROUP GIVE1 JANA TOY
113: IX *NEW *IX *MARY *NEW IX CAR BLUE SUE BUY
50: *SOMETHING-ONE *FUTURE BUY CAR *POSS FUTURE JOHN BUY CAR SHOULD
199: *JOHN *STUDENT WHO LIKE CHOCOLATE WHO
158: LOVE JOHN *NOT LOVE JOHN WHO
54: JOHN SHOULD *PREFER BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: JOHN *FRANK JOHN LEG
184: ALL BOY *GIVE1 TEACHER *WHO ALL BOY GIVE TEACHER APPLE
57: *MARY *VISIT *JOHN MARY JOHN DECIDE VISIT MARY
122: JOHN *GIVE1 BOOK JOHN READ BOOK
189: JOHN *FINISH *YESTERDAY *NEW JOHN GIVE GIRL BOX
181: JOHN ARRIVE JOHN ARRIVE
----------------------------------
Features: ['delta-norm-grnd-rx', 'delta-norm-grnd-ry', 'delta-norm-grnd-lx', 'delta-norm-grnd-ly']
Model Selector: <class 'my_model_selectors.SelectorCV'>
**** WER = 0.5730337078651685
Total correct: 76 out of 178
Video Recognized Correct
=====================================================================================================
100: *JOHN NEW CAR *TEACHER POSS NEW CAR BREAK-DOWN
2: JOHN *IX HOMEWORK JOHN WRITE HOMEWORK
67: JOHN *JOHN *VIDEOTAPE BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *HAVE *GIVE1 *TEACHER JOHN CAN GO CAN
201: JOHN *WHO *WHO *IX *VISIT HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: JOHN *JOHN *IX *JOHN JOHN NOT VISIT MARY
119: *JOHN *BUY1 IX CAR *HAVE SUE BUY IX CAR BLUE
12: JOHN CAN *GIVE1 CAN JOHN CAN GO CAN
77: *JOHN BLAME MARY ANN BLAME MARY
142: JOHN BUY *IX *MARY BOOK JOHN BUY YESTERDAY WHAT BOOK
107: JOHN POSS FRIEND HAVE *MARY JOHN POSS FRIEND HAVE CANDY
84: *JOHN *GO *IX BOOK IX-1P FIND SOMETHING-ONE BOOK
21: JOHN *JOHN *HOMEWORK *MARY *CAR *GO *SHOULD *MARY JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: JOHN *IX *JOHN IX IX JOHN LIKE IX IX IX
89: JOHN *JOHN *IX *IX IX NEW COAT JOHN IX GIVE MAN IX NEW COAT
71: JOHN *SUE VISIT *CAR JOHN WILL VISIT MARY
92: JOHN *IX IX *IX WOMAN *ARRIVE JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: *MARY *IX IX *IX WOMAN BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: JOHN *CORN *SOMETHING-ONE IX IX JOHN LIKE IX IX IX
193: JOHN *IX *SOMETHING-ONE BOX JOHN GIVE GIRL BOX
36: *JOHN *TEACHER *IX-1P *GIVE2 *GIVE3 *MARY MARY VEGETABLE KNOW IX LIKE CORN1
139: *FUTURE *BUY1 WHAT *WHO *STOLEN JOHN BUY WHAT YESTERDAY BOOK
167: JOHN *ALL *IX LOVE *HAVE JOHN IX SAY LOVE MARY
40: *CHINA IX *WHO *FRANK *SOMETHING-ONE JOHN IX THINK MARY LOVE
28: JOHN *MARY IX IX IX JOHN LIKE IX IX IX
171: JOHN *JOHN BLAME JOHN MARY BLAME
43: JOHN *IX BUY HOUSE JOHN MUST BUY HOUSE
108: *JOHN ARRIVE WOMAN ARRIVE
174: *CAR *MARY GIVE1 *MARY TOY PEOPLE GROUP GIVE1 JANA TOY
113: *JOHN *PEOPLE *MARY *JOHN *BUY1 IX CAR BLUE SUE BUY
50: *JOHN *VEGETABLE BUY CAR *FUTURE FUTURE JOHN BUY CAR SHOULD
199: *JOHN *DECIDE *MARY LIKE CHOCOLATE WHO
158: LOVE *WHO WHO LOVE JOHN WHO
54: JOHN *IX *JOHN BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: JOHN *JOHN JOHN LEG
184: *GIVE3 *JOHN *GIVE1 TEACHER *SEE ALL BOY GIVE TEACHER APPLE
57: JOHN *JOHN *IX *JOHN JOHN DECIDE VISIT MARY
122: JOHN *VISIT *HERE JOHN READ BOOK
189: JOHN *YESTERDAY *SOMETHING-ONE *WHAT JOHN GIVE GIRL BOX
181: JOHN *GIVE1 JOHN ARRIVE
----------------------------------
Features: ['delta-norm-grnd-rx', 'delta-norm-grnd-ry', 'delta-norm-grnd-lx', 'delta-norm-grnd-ly']
Model Selector: <class 'my_model_selectors.SelectorBIC'>
**** WER = 0.5561797752808989
Total correct: 79 out of 178
Video Recognized Correct
=====================================================================================================
100: *JOHN NEW CAR *MANY POSS NEW CAR BREAK-DOWN
2: JOHN *IX HOMEWORK JOHN WRITE HOMEWORK
67: JOHN *JOHN *HIT BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *STUDENT GO *TEACHER JOHN CAN GO CAN
201: JOHN *MARY *BILL *BOY BUY HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: JOHN *IX *VIDEOTAPE *SHOULD JOHN NOT VISIT MARY
119: *JOHN *BUY1 *GIVE1 CAR *MARY SUE BUY IX CAR BLUE
12: JOHN CAN *FUTURE CAN JOHN CAN GO CAN
77: *JOHN BLAME MARY ANN BLAME MARY
142: JOHN BUY *FUTURE WHAT BOOK JOHN BUY YESTERDAY WHAT BOOK
107: JOHN POSS FRIEND HAVE *JOHN JOHN POSS FRIEND HAVE CANDY
84: *IX *NEW *HOMEWORK *BUY1 IX-1P FIND SOMETHING-ONE BOOK
21: JOHN FISH *GO1 *MARY *BUY *GO *VISIT *MARY JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: JOHN *SHOULD IX IX IX JOHN LIKE IX IX IX
89: JOHN IX GIVE *IX *ALL NEW COAT JOHN IX GIVE MAN IX NEW COAT
71: JOHN *SUE VISIT *CAR JOHN WILL VISIT MARY
92: JOHN *IX IX *IX *IX *FINISH JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: JOHN *SEE IX *IX WOMAN BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: JOHN *CORN *NOT IX *SHOULD JOHN LIKE IX IX IX
193: JOHN *IX *CORN BOX JOHN GIVE GIRL BOX
36: *JOHN *VIDEOTAPE *SEARCH-FOR *GIVE2 *CANDY *MARY MARY VEGETABLE KNOW IX LIKE CORN1
139: JOHN BUY *CAR *IX *STOLEN JOHN BUY WHAT YESTERDAY BOOK
167: JOHN IX *IX *FRIEND *HERE JOHN IX SAY LOVE MARY
40: JOHN IX *JOHN *JOHN *APPLE JOHN IX THINK MARY LOVE
28: JOHN *MARY IX IX *WOMAN JOHN LIKE IX IX IX
171: JOHN *JOHN BLAME JOHN MARY BLAME
43: JOHN *SHOULD *FINISH HOUSE JOHN MUST BUY HOUSE
108: *JOHN ARRIVE WOMAN ARRIVE
174: *VISIT GROUP GIVE1 *MARY *WANT PEOPLE GROUP GIVE1 JANA TOY
113: *JOHN *PEOPLE *MARY *JOHN *BUY1 IX CAR BLUE SUE BUY
50: *JOHN *VEGETABLE BUY CAR *MARY FUTURE JOHN BUY CAR SHOULD
199: *JOHN *ARRIVE *MARY LIKE CHOCOLATE WHO
158: LOVE *WHO WHO LOVE JOHN WHO
54: JOHN *MARY *JOHN BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: JOHN *MARY JOHN LEG
184: *GIVE *JOHN *GIVE1 TEACHER *SEE ALL BOY GIVE TEACHER APPLE
57: *IX *JOHN *IX *IX JOHN DECIDE VISIT MARY
122: JOHN *BOY *MARY JOHN READ BOOK
189: JOHN *YESTERDAY *VIDEOTAPE *ARRIVE JOHN GIVE GIRL BOX
181: JOHN ARRIVE JOHN ARRIVE
----------------------------------
Features: ['delta-norm-grnd-rx', 'delta-norm-grnd-ry', 'delta-norm-grnd-lx', 'delta-norm-grnd-ly']
Model Selector: <class 'my_model_selectors.SelectorDIC'>
**** WER = 0.5617977528089888
Total correct: 78 out of 178
Video Recognized Correct
=====================================================================================================
100: *JOHN NEW CAR *MANY POSS NEW CAR BREAK-DOWN
2: JOHN *IX HOMEWORK JOHN WRITE HOMEWORK
67: JOHN *JOHN *HIT BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *PEOPLE GO *TEACHER JOHN CAN GO CAN
201: JOHN *MARY *BILL *BOY BUY HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: JOHN *IX *VIDEOTAPE MARY JOHN NOT VISIT MARY
119: *JOHN *BUY1 *HERE CAR *HAVE SUE BUY IX CAR BLUE
12: JOHN *BOX *GO1 CAN JOHN CAN GO CAN
77: *JOHN BLAME MARY ANN BLAME MARY
142: JOHN BUY *VISIT WHAT BOOK JOHN BUY YESTERDAY WHAT BOOK
107: JOHN *BOY FRIEND *MARY *JOHN JOHN POSS FRIEND HAVE CANDY
84: *NEXT-WEEK *GO *GO1 BOOK IX-1P FIND SOMETHING-ONE BOOK
21: JOHN FISH *GO1 *MARY *BUY *FUTURE *VISIT *MARY JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: JOHN *WOMAN IX IX IX JOHN LIKE IX IX IX
89: JOHN IX GIVE *IX *ALL NEW COAT JOHN IX GIVE MAN IX NEW COAT
71: JOHN *SOMETHING-ONE VISIT *CAR JOHN WILL VISIT MARY
92: JOHN *IX IX *IX *IX *FINISH JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: JOHN *SEE IX *IX *IX BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: JOHN *CORN *SEARCH-FOR IX *NOT JOHN LIKE IX IX IX
193: JOHN *IX *CORN BOX JOHN GIVE GIRL BOX
36: *JOHN *VIDEOTAPE *YESTERDAY *GIVE2 *CANDY *MARY MARY VEGETABLE KNOW IX LIKE CORN1
139: JOHN BUY *CAR *IX *STOLEN JOHN BUY WHAT YESTERDAY BOOK
167: JOHN IX *IX *FRIEND *HERE JOHN IX SAY LOVE MARY
40: *CHINA IX *JOHN *GIVE1 *APPLE JOHN IX THINK MARY LOVE
28: JOHN *MARY IX IX *WOMAN JOHN LIKE IX IX IX
171: JOHN *JOHN BLAME JOHN MARY BLAME
43: JOHN *POTATO *FINISH HOUSE JOHN MUST BUY HOUSE
108: *JOHN *BOOK WOMAN ARRIVE
174: *VISIT GROUP GIVE1 *MARY *WANT PEOPLE GROUP GIVE1 JANA TOY
113: *JOHN CAR *MARY *SOMETHING-ONE *BUY1 IX CAR BLUE SUE BUY
50: *JOHN *VEGETABLE BUY CAR *MARY FUTURE JOHN BUY CAR SHOULD
199: *JOHN CHOCOLATE *MARY LIKE CHOCOLATE WHO
158: LOVE JOHN *MARY LOVE JOHN WHO
54: JOHN *GIVE *JOHN BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: *ANN *MARY JOHN LEG
184: ALL BOY *GIVE1 TEACHER *SEE ALL BOY GIVE TEACHER APPLE
57: *MARY *JOHN *GIVE *IX JOHN DECIDE VISIT MARY
122: JOHN *BOY *MARY JOHN READ BOOK
189: JOHN *YESTERDAY *VIDEOTAPE *BOOK JOHN GIVE GIRL BOX
181: JOHN ARRIVE JOHN ARRIVE
----------------------------------
Features: ['polar-rr', 'polar-rtheta', 'polar-lr', 'polar-ltheta']
Model Selector: <class 'my_model_selectors.SelectorCV'>
**** WER = 0.6348314606741573
Total correct: 65 out of 178
Video Recognized Correct
=====================================================================================================
100: POSS NEW CAR BREAK-DOWN POSS NEW CAR BREAK-DOWN
2: *GO *BOOK HOMEWORK JOHN WRITE HOMEWORK
67: *LIKE *MOTHER NOT BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *WHAT *MARY *WHAT JOHN CAN GO CAN
201: JOHN *MAN *MAN *JOHN BUY HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: *GO *WHO *GO *GO JOHN NOT VISIT MARY
119: *PREFER *BUY1 IX CAR *SEE SUE BUY IX CAR BLUE
12: JOHN *WHAT *GO1 CAN JOHN CAN GO CAN
77: *IX BLAME *LOVE ANN BLAME MARY
142: *FRANK BUY YESTERDAY WHAT BOOK JOHN BUY YESTERDAY WHAT BOOK
107: *LIKE *SOMETHING-ONE *HAVE *GO *WHO JOHN POSS FRIEND HAVE CANDY
84: *LOVE *GIVE1 *POSS BOOK IX-1P FIND SOMETHING-ONE BOOK
21: *IX *HOMEWORK WONT *FUTURE *CAR *CAR *GO *TOMORROW JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: *FRANK LIKE IX *WHO IX JOHN LIKE IX IX IX
89: *MAN *GIVE *WOMAN *IX IX *BUY *BOOK JOHN IX GIVE MAN IX NEW COAT
71: JOHN *FINISH *GIVE1 MARY JOHN WILL VISIT MARY
92: JOHN *WOMAN *WOMAN *WOMAN WOMAN BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: *SEE *GIVE1 IX *GIVE3 *GIVE1 *COAT JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: *SHOULD LIKE *GO *MARY *GO JOHN LIKE IX IX IX
193: JOHN *SOMETHING-ONE *YESTERDAY BOX JOHN GIVE GIRL BOX
36: *SOMETHING-ONE VEGETABLE *GIRL *GIVE *MARY *MARY MARY VEGETABLE KNOW IX LIKE CORN1
139: *SHOULD *BUY1 *CAR YESTERDAY BOOK JOHN BUY WHAT YESTERDAY BOOK
167: *MARY *SOMETHING-ONE *JANA LOVE *LOVE JOHN IX SAY LOVE MARY
40: *SUE *GIVE *DECIDE *JANA *GO JOHN IX THINK MARY LOVE
28: *IX *WHO *FUTURE *FUTURE IX JOHN LIKE IX IX IX
171: *SOMETHING-ONE *SOMETHING-ONE BLAME JOHN MARY BLAME
43: *IX *GO BUY HOUSE JOHN MUST BUY HOUSE
108: *IX ARRIVE WOMAN ARRIVE
174: *CAN *GIVE3 GIVE1 *GO *WHAT PEOPLE GROUP GIVE1 JANA TOY
113: IX CAR *SUE *SOMETHING-ONE *ARRIVE IX CAR BLUE SUE BUY
50: *POSS *SEE BUY CAR *ARRIVE FUTURE JOHN BUY CAR SHOULD
199: *FRANK CHOCOLATE WHO LIKE CHOCOLATE WHO
158: LOVE *MARY WHO LOVE JOHN WHO
54: JOHN SHOULD *WHO BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: *FRANK *VEGETABLE JOHN LEG
184: *IX BOY *GIVE1 TEACHER APPLE ALL BOY GIVE TEACHER APPLE
57: *MARY *PREFER *MARY MARY JOHN DECIDE VISIT MARY
122: JOHN *GIVE1 BOOK JOHN READ BOOK
189: *SUE *SEE *YESTERDAY *ARRIVE JOHN GIVE GIRL BOX
181: *SUE ARRIVE JOHN ARRIVE
----------------------------------
Features: ['polar-rr', 'polar-rtheta', 'polar-lr', 'polar-ltheta']
Model Selector: <class 'my_model_selectors.SelectorBIC'>
**** WER = 0.5280898876404494
Total correct: 84 out of 178
Video Recognized Correct
=====================================================================================================
100: POSS NEW CAR BREAK-DOWN POSS NEW CAR BREAK-DOWN
2: *GO WRITE *GIVE1 JOHN WRITE HOMEWORK
67: *SHOULD FUTURE *MARY BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *PEOPLE GO *ARRIVE JOHN CAN GO CAN
201: JOHN *MAN *WOMAN *WOMAN BUY HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: *IX *VISIT VISIT MARY JOHN NOT VISIT MARY
119: *PREFER *BUY1 *CAR *BLAME *GO SUE BUY IX CAR BLUE
12: JOHN *WHAT *GO1 CAN JOHN CAN GO CAN
77: *JOHN BLAME *LOVE ANN BLAME MARY
142: JOHN BUY YESTERDAY WHAT BOOK JOHN BUY YESTERDAY WHAT BOOK
107: JOHN *IX *HAVE *GO *JANA JOHN POSS FRIEND HAVE CANDY
84: *JOHN *GIVE1 *NEW BOOK IX-1P FIND SOMETHING-ONE BOOK
21: JOHN *NEW WONT *WHO *GIVE1 *TEACHER *FUTURE *WHO JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: JOHN LIKE *LOVE *WHO IX JOHN LIKE IX IX IX
89: *FUTURE *GIVE *WOMAN *IX IX *ARRIVE *BOOK JOHN IX GIVE MAN IX NEW COAT
71: JOHN *FINISH *GIVE1 MARY JOHN WILL VISIT MARY
92: JOHN *WOMAN IX *IX *IX BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: JOHN *HAVE IX SOMETHING-ONE *VISIT BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: JOHN LIKE *MARY *MARY *MARY JOHN LIKE IX IX IX
193: JOHN *POSS *VISIT BOX JOHN GIVE GIRL BOX
36: *VISIT VEGETABLE *GIRL *GIVE *MARY *MARY MARY VEGETABLE KNOW IX LIKE CORN1
139: JOHN *BUY1 WHAT *BLAME BOOK JOHN BUY WHAT YESTERDAY BOOK
167: JOHN IX *VISIT LOVE MARY JOHN IX SAY LOVE MARY
40: JOHN *VISIT *FUTURE1 *JOHN *MARY JOHN IX THINK MARY LOVE
28: JOHN *FUTURE *FUTURE *FUTURE IX JOHN LIKE IX IX IX
171: JOHN *IX BLAME JOHN MARY BLAME
43: JOHN *FUTURE BUY HOUSE JOHN MUST BUY HOUSE
108: WOMAN *BOOK WOMAN ARRIVE
174: *JOHN *GIVE3 GIVE1 *YESTERDAY *JOHN PEOPLE GROUP GIVE1 JANA TOY
113: IX CAR *IX *IX *BOX IX CAR BLUE SUE BUY
50: *JOHN *SEE *NEW CAR *JOHN FUTURE JOHN BUY CAR SHOULD
199: *JOHN CHOCOLATE *JOHN LIKE CHOCOLATE WHO
158: LOVE JOHN WHO LOVE JOHN WHO
54: JOHN SHOULD *WHO BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: JOHN *SEE JOHN LEG
184: ALL BOY *GIVE1 TEACHER APPLE ALL BOY GIVE TEACHER APPLE
57: *MARY *VISIT VISIT MARY JOHN DECIDE VISIT MARY
122: JOHN *GIVE1 BOOK JOHN READ BOOK
189: *MARY *VISIT *VISIT BOX JOHN GIVE GIRL BOX
181: *EAT ARRIVE JOHN ARRIVE
----------------------------------
Features: ['polar-rr', 'polar-rtheta', 'polar-lr', 'polar-ltheta']
Model Selector: <class 'my_model_selectors.SelectorDIC'>
**** WER = 0.5280898876404494
Total correct: 84 out of 178
Video Recognized Correct
=====================================================================================================
100: POSS NEW CAR BREAK-DOWN POSS NEW CAR BREAK-DOWN
2: JOHN WRITE HOMEWORK JOHN WRITE HOMEWORK
67: *SHOULD FUTURE *MARY BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *PEOPLE GO *ARRIVE JOHN CAN GO CAN
201: JOHN *MAN *WOMAN *JOHN BUY HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: *IX *GO *GO MARY JOHN NOT VISIT MARY
119: *MARY *BUY1 IX *JOHN *IX SUE BUY IX CAR BLUE
12: JOHN *WHAT *PEOPLE CAN JOHN CAN GO CAN
77: *JOHN BLAME *BLAME ANN BLAME MARY
142: JOHN *NEW YESTERDAY WHAT BOOK JOHN BUY YESTERDAY WHAT BOOK
107: JOHN *IX *HAVE *LOVE *JANA JOHN POSS FRIEND HAVE CANDY
84: *BLAME *STUDENT *HOMEWORK *COAT IX-1P FIND SOMETHING-ONE BOOK
21: JOHN *HOMEWORK WONT *WHO *BLAME *TEACHER *FUTURE *WHO JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: JOHN *IX IX *WHO IX JOHN LIKE IX IX IX
89: *THINK *GIVE *WOMAN *IX IX *BUY *BOOK JOHN IX GIVE MAN IX NEW COAT
71: JOHN WILL *BLAME MARY JOHN WILL VISIT MARY
92: JOHN *WOMAN IX *IX WOMAN BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: JOHN *HAVE IX SOMETHING-ONE WOMAN *ARRIVE JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: JOHN LIKE *MARY *MARY *MARY JOHN LIKE IX IX IX
193: JOHN *HAVE *YESTERDAY BOX JOHN GIVE GIRL BOX
36: *IX *JANA *GIVE *GIVE *MARY *MARY MARY VEGETABLE KNOW IX LIKE CORN1
139: JOHN *BUY1 WHAT *BLAME *ARRIVE JOHN BUY WHAT YESTERDAY BOOK
167: JOHN IX *JANA *BLAME *LOVE JOHN IX SAY LOVE MARY
40: JOHN *GO *FUTURE1 MARY *MARY JOHN IX THINK MARY LOVE
28: JOHN *FUTURE IX *FUTURE IX JOHN LIKE IX IX IX
171: *MARY *IX BLAME JOHN MARY BLAME
43: JOHN *IX BUY HOUSE JOHN MUST BUY HOUSE
108: WOMAN ARRIVE WOMAN ARRIVE
174: *JOHN *GIVE3 GIVE1 *YESTERDAY *JOHN PEOPLE GROUP GIVE1 JANA TOY
113: IX *HAVE *IX *IX *BUY1 IX CAR BLUE SUE BUY
50: *JOHN *SEE BUY CAR *JOHN FUTURE JOHN BUY CAR SHOULD
199: *JOHN CHOCOLATE *GO LIKE CHOCOLATE WHO
158: LOVE JOHN WHO LOVE JOHN WHO
54: JOHN SHOULD NOT BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: JOHN *SEE JOHN LEG
184: ALL BOY *GIVE1 TEACHER APPLE ALL BOY GIVE TEACHER APPLE
57: *MARY *YESTERDAY *YESTERDAY MARY JOHN DECIDE VISIT MARY
122: JOHN *GIVE1 BOOK JOHN READ BOOK
189: *MARY *MARY *YESTERDAY BOX JOHN GIVE GIRL BOX
181: *ARRIVE ARRIVE JOHN ARRIVE
----------------------------------
Features: ['norm-grnd-rx', 'norm-grnd-ry', 'norm-grnd-lx', 'norm-grnd-ly', 'delta-norm-grnd-rx', 'delta-norm-grnd-ry', 'delta-norm-grnd-lx', 'delta-norm-grnd-ly', 'polar-rr', 'polar-rtheta', 'polar-lr', 'polar-ltheta']
Model Selector: <class 'my_model_selectors.SelectorCV'>
**** WER = 0.5674157303370787
Total correct: 77 out of 178
Video Recognized Correct
=====================================================================================================
100: POSS NEW CAR BREAK-DOWN POSS NEW CAR BREAK-DOWN
2: *POSS WRITE HOMEWORK JOHN WRITE HOMEWORK
67: *FRANK FUTURE NOT BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *CAR GO *WHAT JOHN CAN GO CAN
201: JOHN *MAN *WOMAN *WOMAN BUY HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: JOHN *VISIT *GIVE *GO JOHN NOT VISIT MARY
119: *PREFER *BUY1 *BLAME CAR *MARY SUE BUY IX CAR BLUE
12: JOHN *HAVE *WHAT *HOUSE JOHN CAN GO CAN
77: *JOHN BLAME MARY ANN BLAME MARY
142: *FRANK BUY YESTERDAY WHAT BOOK JOHN BUY YESTERDAY WHAT BOOK
107: *SHOULD *SOMETHING-ONE *HAVE *MARY *JOHN JOHN POSS FRIEND HAVE CANDY
84: *LOVE *BUY *POSS BOOK IX-1P FIND SOMETHING-ONE BOOK
21: JOHN *EAT WONT *MARY *CAR *CAR *GO CHICKEN JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: *IX LIKE *LOVE IX IX JOHN LIKE IX IX IX
89: *FUTURE *GIVE1 *IX *IX IX NEW COAT JOHN IX GIVE MAN IX NEW COAT
71: JOHN *FINISH VISIT MARY JOHN WILL VISIT MARY
92: JOHN *WOMAN *WOMAN *WOMAN WOMAN BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: JOHN *IX IX *IX WOMAN *CHOCOLATE JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: JOHN LIKE *GO *GO *GO JOHN LIKE IX IX IX
193: *MARY *SOMETHING-ONE *VISIT BOX JOHN GIVE GIRL BOX
36: *VISIT VEGETABLE *YESTERDAY *GIVE *MARY *MARY MARY VEGETABLE KNOW IX LIKE CORN1
139: *SHOULD *BUY1 *CAR YESTERDAY BOOK JOHN BUY WHAT YESTERDAY BOOK
167: *SHOULD *VISIT *VISIT *MARY MARY JOHN IX SAY LOVE MARY
40: *MARY *VISIT *CORN MARY *GO JOHN IX THINK MARY LOVE
28: *IX *IX IX IX IX JOHN LIKE IX IX IX
171: *JANA *VISIT BLAME JOHN MARY BLAME
43: *FRANK *GO BUY HOUSE JOHN MUST BUY HOUSE
108: *MAN *HOMEWORK WOMAN ARRIVE
174: *GIVE1 *GIVE3 GIVE1 *GIRL *CAN PEOPLE GROUP GIVE1 JANA TOY
113: IX CAR BLUE *MARY *ARRIVE IX CAR BLUE SUE BUY
50: *POSS *SEE BUY CAR *MARY FUTURE JOHN BUY CAR SHOULD
199: *JOHN CHOCOLATE WHO LIKE CHOCOLATE WHO
158: LOVE *MARY WHO LOVE JOHN WHO
54: JOHN SHOULD *FUTURE BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: *FRANK *SEE JOHN LEG
184: *IX BOY *GIVE1 TEACHER *GIRL ALL BOY GIVE TEACHER APPLE
57: *MARY *VISIT VISIT *VISIT JOHN DECIDE VISIT MARY
122: JOHN *GIVE1 BOOK JOHN READ BOOK
189: *MARY *VISIT *GIVE *ARRIVE JOHN GIVE GIRL BOX
181: *SUE ARRIVE JOHN ARRIVE
----------------------------------
Features: ['norm-grnd-rx', 'norm-grnd-ry', 'norm-grnd-lx', 'norm-grnd-ly', 'delta-norm-grnd-rx', 'delta-norm-grnd-ry', 'delta-norm-grnd-lx', 'delta-norm-grnd-ly', 'polar-rr', 'polar-rtheta', 'polar-lr', 'polar-ltheta']
Model Selector: <class 'my_model_selectors.SelectorBIC'>
**** WER = 0.42696629213483145
Total correct: 102 out of 178
Video Recognized Correct
=====================================================================================================
100: POSS NEW CAR BREAK-DOWN POSS NEW CAR BREAK-DOWN
2: JOHN WRITE HOMEWORK JOHN WRITE HOMEWORK
67: JOHN FUTURE *MARY BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *CAR GO CAN JOHN CAN GO CAN
201: JOHN *MAN *WOMAN *WOMAN BUY HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: *IX *VISIT VISIT MARY JOHN NOT VISIT MARY
119: *PREFER *BUY1 IX *VISIT *IX SUE BUY IX CAR BLUE
12: JOHN *CAR *VISIT CAN JOHN CAN GO CAN
77: *JOHN BLAME *IX ANN BLAME MARY
142: JOHN BUY YESTERDAY WHAT BOOK JOHN BUY YESTERDAY WHAT BOOK
107: JOHN *JOHN FRIEND *MARY *MARY JOHN POSS FRIEND HAVE CANDY
84: *LOVE *BUY *POSS BOOK IX-1P FIND SOMETHING-ONE BOOK
21: JOHN *NEW WONT *JOHN *BUY *CAR *FUTURE *MARY JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: JOHN *MARY IX IX IX JOHN LIKE IX IX IX
89: JOHN IX *IX *IX IX NEW *BREAK-DOWN JOHN IX GIVE MAN IX NEW COAT
71: JOHN *FINISH *BLAME MARY JOHN WILL VISIT MARY
92: JOHN GIVE IX *IX *IX BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: JOHN *IX IX SOMETHING-ONE WOMAN BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: JOHN LIKE *MARY IX IX JOHN LIKE IX IX IX
193: JOHN *IX *VISIT BOX JOHN GIVE GIRL BOX
36: MARY VEGETABLE *GIVE *GO *MARY *MARY MARY VEGETABLE KNOW IX LIKE CORN1
139: JOHN *BUY1 *CAR *MARY BOOK JOHN BUY WHAT YESTERDAY BOOK
167: JOHN IX *VISIT LOVE MARY JOHN IX SAY LOVE MARY
40: JOHN *VISIT *FUTURE1 *JOHN *MARY JOHN IX THINK MARY LOVE
28: JOHN *IX IX IX IX JOHN LIKE IX IX IX
171: JOHN MARY BLAME JOHN MARY BLAME
43: JOHN *JOHN BUY HOUSE JOHN MUST BUY HOUSE
108: *MAN *LOVE WOMAN ARRIVE
174: *CAR *GIVE3 GIVE1 *GIRL *BLAME PEOPLE GROUP GIVE1 JANA TOY
113: IX CAR BLUE *MARY *BOX IX CAR BLUE SUE BUY
50: *SOMETHING-ONE *SEE BUY CAR *IX FUTURE JOHN BUY CAR SHOULD
199: *JOHN CHOCOLATE *MARY LIKE CHOCOLATE WHO
158: LOVE JOHN WHO LOVE JOHN WHO
54: JOHN SHOULD NOT BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: JOHN *SEE JOHN LEG
184: *IX BOY *GIVE1 TEACHER *GIRL ALL BOY GIVE TEACHER APPLE
57: *IX *VISIT VISIT *VISIT JOHN DECIDE VISIT MARY
122: JOHN *GIVE1 BOOK JOHN READ BOOK
189: JOHN *IX *VISIT BOX JOHN GIVE GIRL BOX
181: JOHN ARRIVE JOHN ARRIVE
----------------------------------
Features: ['norm-grnd-rx', 'norm-grnd-ry', 'norm-grnd-lx', 'norm-grnd-ly', 'delta-norm-grnd-rx', 'delta-norm-grnd-ry', 'delta-norm-grnd-lx', 'delta-norm-grnd-ly', 'polar-rr', 'polar-rtheta', 'polar-lr', 'polar-ltheta']
Model Selector: <class 'my_model_selectors.SelectorDIC'>
**** WER = 0.449438202247191
Total correct: 98 out of 178
Video Recognized Correct
=====================================================================================================
100: POSS NEW CAR BREAK-DOWN POSS NEW CAR BREAK-DOWN
2: JOHN WRITE HOMEWORK JOHN WRITE HOMEWORK
67: JOHN FUTURE *WHO BUY HOUSE JOHN FUTURE NOT BUY HOUSE
7: JOHN *PEOPLE *IX CAN JOHN CAN GO CAN
201: JOHN *MAN *WOMAN *WOMAN BUY HOUSE JOHN TELL MARY IX-1P BUY HOUSE
74: *IX *WHO *GO MARY JOHN NOT VISIT MARY
119: *PREFER *BUY1 IX *HAVE *IX SUE BUY IX CAR BLUE
12: JOHN *HAVE *GO1 *HOUSE JOHN CAN GO CAN
77: *JOHN BLAME *IX ANN BLAME MARY
142: JOHN BUY YESTERDAY WHAT BOOK JOHN BUY YESTERDAY WHAT BOOK
107: *MARY *JOHN FRIEND HAVE *MARY JOHN POSS FRIEND HAVE CANDY
84: *IX *BUY *HOMEWORK *COAT IX-1P FIND SOMETHING-ONE BOOK
21: JOHN *NEW WONT *JOHN *STUDENT *CAR *FUTURE *MARY JOHN FISH WONT EAT BUT CAN EAT CHICKEN
25: JOHN *MARY IX IX IX JOHN LIKE IX IX IX
89: JOHN *POSS *IX *IX IX NEW COAT JOHN IX GIVE MAN IX NEW COAT
71: JOHN *FINISH *BLAME MARY JOHN WILL VISIT MARY
92: JOHN GIVE IX *IX *IX BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
90: JOHN *IX IX SOMETHING-ONE WOMAN BOOK JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
30: JOHN LIKE *MARY *MARY IX JOHN LIKE IX IX IX
193: JOHN *POSS *VISIT BOX JOHN GIVE GIRL BOX
36: MARY *VISIT *GIVE *GIVE *MARY *MARY MARY VEGETABLE KNOW IX LIKE CORN1
139: JOHN *BUY1 WHAT *BLAME *CHOCOLATE JOHN BUY WHAT YESTERDAY BOOK
167: JOHN IX *VISIT LOVE MARY JOHN IX SAY LOVE MARY
40: JOHN *MARY *FUTURE1 *JOHN *MARY JOHN IX THINK MARY LOVE
28: JOHN *IX IX IX IX JOHN LIKE IX IX IX
171: JOHN *JOHN BLAME JOHN MARY BLAME
43: JOHN *JOHN BUY HOUSE JOHN MUST BUY HOUSE
108: WOMAN *HOMEWORK WOMAN ARRIVE
174: *HAVE *GIVE3 GIVE1 *APPLE *BLAME PEOPLE GROUP GIVE1 JANA TOY
113: IX CAR *IX *IX *BUY1 IX CAR BLUE SUE BUY
50: *JOHN *SEE BUY CAR *JOHN FUTURE JOHN BUY CAR SHOULD
199: *JOHN CHOCOLATE *MARY LIKE CHOCOLATE WHO
158: LOVE JOHN WHO LOVE JOHN WHO
54: JOHN SHOULD NOT BUY HOUSE JOHN SHOULD NOT BUY HOUSE
105: JOHN *SEE JOHN LEG
184: ALL BOY *GIVE1 TEACHER *GIRL ALL BOY GIVE TEACHER APPLE
57: *IX *VISIT VISIT MARY JOHN DECIDE VISIT MARY
122: JOHN READ BOOK JOHN READ BOOK
189: JOHN GIVE *VISIT *BUY1 JOHN GIVE GIRL BOX
181: JOHN ARRIVE JOHN ARRIVE