413
2
weka.AdaBoostM1_LWL_DecisionStump
2
Weka_3.7.12-SNAPSHOT_10969
Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
2014-08-18T16:48:48
English
Weka_3.7.12-SNAPSHOT
-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.LWL
Full name of base classifier.
(default: weka.classifiers.trees.DecisionStump)
output-debug-info
flag
If set, classifier is run in debug mode and
may output additional info to the console
W
414
2
weka.LWL_DecisionStump
2
Weka_3.7.12-SNAPSHOT_10141
Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003.
C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
2014-08-18T16:48:48
English
Weka_3.7.12-SNAPSHOT
-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).
K
option
-1
Set the number of neighbours used to set the kernel bandwidth.
(default all)
U
option
0
Set the weighting kernel shape to use. 0=Linear, 1=Epanechnikov,
2=Tricube, 3=Inverse, 4=Gaussian.
(default 0 = Linear)
W
baselearner
weka.classifiers.trees.DecisionStump
Full name of base classifier.
(default: weka.classifiers.trees.DecisionStump)
output-debug-info
flag
If set, classifier is run in debug mode and
may output additional info to the console
W
377
1
weka.DecisionStump
2
Weka_3.7.12-SNAPSHOT_9171
Weka implementation of DecisionStump
2014-08-16T20:11:33
English
Weka_3.7.12-SNAPSHOT
-do-not-check-capabilities
flag
If set, classifier capabilities are not checked before classifier is built
(use with caution).
output-debug-info
flag
If set, classifier is run in debug mode and
may output additional info to the console
study_2
study_37
Verified_Learning_Curve,Verified_Supervised_Classification
Verified_Learning_Curve,Verified_Supervised_Classification
Verified_Learning_Curve,Verified_Supervised_Classification
https://api.openml.org/data/download/50948/weka.classifiers.meta.AdaBoostM15680008908789716293.class
class
44557d95f4e7c16b66c79a10e6610a72