DEVELOPMENT... OpenML
Run
117955

Run 117955

Task 3894 (Supervised Classification) gina_prior2 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)_I80
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
0.9593
Per class
Build CPU time
1074.4649
Build memory
530156281.7785
F measure
0.738
Per class
Kappa
0.7123
KB relative information score
1464.3544
Mean absolute error
0.1399
Mean prior absolute error
0.1799
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7388
Per class
Predictive accuracy
0.7413
Prior entropy
3.3188
Recall
0.7413
Per class
Relative absolute error
0.7775
Root mean prior squared error
0.2999
Root mean squared error
0.2397
Root relative squared error
0.7992
SciMark benchmark
943.7751