DEVELOPMENT... OpenML
Run
119971

Run 119971

Task 3895 (Supervised Classification) gina_prior 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)_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
0.9786
Per class
Build CPU time
4384.2244
Build memory
1310244722.3645
F measure
0.9481
Per class
Kappa
0.8962
KB relative information score
3115.9691
Mean absolute error
0.0506
Mean prior absolute error
0.4999
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
0.9482
Per class
Predictive accuracy
0.9481
Prior entropy
0.9998
Recall
0.9481
Per class
Relative absolute error
0.1013
Root mean prior squared error
0.4999
Root mean squared error
0.2161
Root relative squared error
0.4323
SciMark benchmark
934.8107