DEVELOPMENT... OpenML
Run
121683

Run 121683

Task 3884 (Supervised Classification) page-blocks Uploaded 11-12-2014 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
0.9839
Per class
Build CPU time
111.2757
Build memory
116045686.4783
F measure
0.9758
Per class
Kappa
0.8677
KB relative information score
4466.2857
Mean absolute error
0.0257
Mean prior absolute error
0.1838
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9757
Per class
Predictive accuracy
0.9759
Prior entropy
0.4768
Recall
0.9759
Per class
Relative absolute error
0.1398
Root mean prior squared error
0.3031
Root mean squared error
0.151
Root relative squared error
0.4983
SciMark benchmark
935.1241