DEVELOPMENT... OpenML
Run
117522

Run 117522

Task 2274 (Supervised Classification) meta_ensembles.arff Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_LADTree(2)_I40
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.683
Per class
Build CPU time
1.8916
Build memory
1342960366.5946
F measure
0.6498
Per class
Kappa
0.3625
KB relative information score
28.5063
Mean absolute error
0.169
Mean prior absolute error
0.2904
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6495
Per class
Predictive accuracy
0.6757
Prior entropy
1.5899
Recall
0.6757
Per class
Relative absolute error
0.5821
Root mean prior squared error
0.3782
Root mean squared error
0.4048
Root relative squared error
1.0704
SciMark benchmark
874.7324