405
2
weka.AdaBoostM1_J48
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.
2014-08-18T16:44:46
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.trees.J48
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
365
1
weka.J48
3
Weka_3.7.12-SNAPSHOT_11004
Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
2014-08-12T19:27:19
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).
-doNotMakeSplitPointActualValue
flag
Do not make split point actual value.
A
flag
Laplace smoothing for predicted probabilities.
B
flag
Use binary splits only.
C
option
0.25
Set confidence threshold for pruning.
(default 0.25)
J
flag
Do not use MDL correction for info gain on numeric attributes.
L
flag
Do not clean up after the tree has been built.
M
option
2
Set minimum number of instances per leaf.
(default 2)
N
option
Set number of folds for reduced error
pruning. One fold is used as pruning set.
(default 3)
O
flag
Do not collapse tree.
Q
option
Seed for random data shuffling (default 1).
R
flag
Use reduced error pruning.
S
flag
Don't perform subtree raising.
U
flag
Use unpruned tree.
output-debug-info
flag
If set, classifier is run in debug mode and
may output additional info to the console
Verified_Learning_Curve,Verified_Supervised_Classification
https://api.openml.org/data/download/49703/weka.classifiers.trees.J487102834019087692743.class
class
2e4170bc6d8b32f93c29704b1aa318d9
study_2
study_37
Verified_Learning_Curve,Verified_Supervised_Classification
https://api.openml.org/data/download/50862/weka.classifiers.meta.AdaBoostM14327432280552207520.class
class
44557d95f4e7c16b66c79a10e6610a72