DEVELOPMENT... OpenML
Run
142482

Run 142482

Task 3894 (Supervised Classification) gina_prior2 Uploaded 08-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_LMT(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_LMT(2)_I80
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9402
Per class
Build CPU time
209238.6976
Build memory
271004106.699
F measure
0.8846
Per class
Kappa
0.8718
KB relative information score
3047.5197
Mean absolute error
0.0231
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
0.8849
Per class
Predictive accuracy
0.8847
Prior entropy
3.3188
Recall
0.8847
Per class
Relative absolute error
0.1282
Root mean prior squared error
0.2999
Root mean squared error
0.1515
Root relative squared error
0.5051
SciMark benchmark
924.2934