DEVELOPMENT... OpenML
Run
117928

Run 117928

Task 3890 (Supervised Classification) ada_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)_I40
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
0.8869
Per class
Build CPU time
114.365
Build memory
1568693830.6287
F measure
0.8371
Per class
Kappa
0.5549
KB relative information score
2009.4453
Mean absolute error
0.1951
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8354
Per class
Predictive accuracy
0.8406
Prior entropy
0.8085
Recall
0.8406
Per class
Relative absolute error
0.5228
Root mean prior squared error
0.4319
Root mean squared error
0.3391
Root relative squared error
0.7851
SciMark benchmark
916.8516