DEVELOPMENT... OpenML
Run
144728

Run 144728

Task 7287 (Supervised Classification) adult Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_ADTree(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.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_I10
weka.AdaBoostM1_ADTree(2)_P100
weka.AdaBoostM1_ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_Wweka.classifiers.trees.ADTree

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.

22 Evaluation measures

Area under ROC curve
0.8966
Per class
Average cost
0.0768
F measure
0.8423
Per class
Kappa
0.5569
KB relative information score
20181.8005
Mean absolute error
0.2017
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8406
Per class
Predictive accuracy
0.8465
Prior entropy
0.7939
Recall
0.8465
Per class
Relative absolute error
0.5541
Root mean prior squared error
0.4266
Root mean squared error
0.3277
Root relative squared error
0.7682
SciMark benchmark
912.4762
Total cost
3749
UserCPU time millis
31410
UserCPU time millis testing
410
UserCPU time millis training
31000