3910
1
weka.AdaBoostM1_IBk
5
Weka_3.7.13_10969
Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
2016-06-01T10:48:28
English
Weka_3.7.13
-do-not-check-capabilities
flag
If set, classifier capabilities are not checked before classifier is built
(use with caution).
I
option
10
Number of iterations.
(default 10)
P
option
100
Percentage of weight mass to base training on.
(default 100, reduce to around 90 speed up)
Q
flag
Use resampling for boosting.
S
option
1
Random number seed.
(default 1)
W
baselearner
weka.classifiers.lazy.IBk
Full name of base classifier.
(default: weka.classifiers.trees.DecisionStump)
num-decimal-places
option
The number of decimal places for the output of numbers in the model (default 2).
output-debug-info
flag
If set, classifier is run in debug mode and
may output additional info to the console
W
1721
1
weka.IBk
7
Weka_3.7.13_10141
D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
2015-10-30T14:07:27
English
Weka_3.7.13
-do-not-check-capabilities
flag
If set, classifier capabilities are not checked before classifier is built
(use with caution).
A
flag
true
The nearest neighbour search algorithm to use (default: weka.core.neighboursearch.LinearNNSearch).
E
flag
Minimise mean squared error rather than mean absolute
error when using -X option with numeric prediction.
F
flag
Weight neighbours by 1 - their distance
(use when k > 1)
I
flag
Weight neighbours by the inverse of their distance
(use when k > 1)
K
option
1
Number of nearest neighbours (k) used in classification.
(Default = 1)
W
option
0
Maximum number of training instances maintained.
Training instances are dropped FIFO. (Default = no window)
X
flag
Select the number of nearest neighbours between 1
and the k value specified using hold-one-out evaluation
on the training data (use when k > 1)
num-decimal-places
option
The number of decimal places for the output of numbers in the model (default 2).
output-debug-info
flag
If set, classifier is run in debug mode and
may output additional info to the console
study_15
study_20
study_34
study_73
Verified_Learning_Curve,Verified_Supervised_Classification
weka
weka_3.7.13
https://api.openml.org/data/download/1681052/weka.classifiers.lazy.IBk1844201993857472504.class
class
119cc39459fe3dec39891de5caed9688
Verified_Supervised_Classification
weka
weka_3.7.13