DEVELOPMENT... OpenML
Run
108984

Run 108984

Task 1768 (Supervised Classification) labor Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_DecisionStump(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_DecisionStump(2)_I80
weka.AdaBoostM1_DecisionStump(2)_P100
weka.AdaBoostM1_DecisionStump(2)_S1
weka.AdaBoostM1_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.8343
Per class
Build CPU time
0.0086
Build memory
247027746.8351
F measure
0.8341
Per class
Kappa
0.6338
KB relative information score
177.9442
Mean absolute error
0.164
Mean prior absolute error
0.457
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8336
Per class
Predictive accuracy
0.8351
Prior entropy
0.9393
Recall
0.8351
Per class
Relative absolute error
0.3588
Root mean prior squared error
0.4773
Root mean squared error
0.402
Root relative squared error
0.8422
SciMark benchmark
936.1433