DEVELOPMENT... OpenML
Run
116671

Run 116671

Task 3675 (Supervised Classification) pbc Uploaded 09-12-2014 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)_I160
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
0.7603
Per class
Build CPU time
8.4335
Build memory
321211315.4641
F measure
0.6939
Per class
Kappa
0.3819
KB relative information score
162.7755
Mean absolute error
0.3004
Mean prior absolute error
0.495
Number of instances
418
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6941
Per class
Predictive accuracy
0.6938
Prior entropy
0.9928
Recall
0.6938
Per class
Relative absolute error
0.6069
Root mean prior squared error
0.4975
Root mean squared error
0.5304
Root relative squared error
1.0661
SciMark benchmark
922.3661